{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 156,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.13.1'"
      ]
     },
     "execution_count": 156,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from sklearn.model_selection import train_test_split\n",
    "pd.set_option('display.max_columns', None)\n",
    "\n",
    "tf.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [],
   "source": [
    "FEATURES = ['rsi_6', 'rsi_12', 'rsi_24', 'stoch_k', 'stoch_d', 'stoch_j', 'BBP', 'BLOW_HIGH', 'macd', 'macdsignal', 'macdhist', 'SMA_DIFF_5', 'SMA_DIFF_13', 'SMA_DIFF_21', 'SMA_DIFF_34', 'SMA_DIFF_55', 'SMA_DIFF_89', 'SMA_DIFF_144', 'SMA_DIFF_233', 'SMA_DIFF_377', 'SMA_5_13_DIFF', 'SMA_5_21_DIFF', 'SMA_5_34_DIFF', 'SMA_5_55_DIFF', 'SMA_5_89_DIFF', 'SMA_5_144_DIFF', 'SMA_5_233_DIFF', 'SMA_5_377_DIFF', 'SMA_13_21_DIFF', 'SMA_13_34_DIFF', 'SMA_13_55_DIFF', 'SMA_13_89_DIFF', 'SMA_13_144_DIFF', 'SMA_13_233_DIFF', 'SMA_13_377_DIFF', 'SMA_21_34_DIFF', 'SMA_21_55_DIFF', 'SMA_21_89_DIFF', 'SMA_21_144_DIFF', 'SMA_21_233_DIFF', 'SMA_21_377_DIFF', 'SMA_34_55_DIFF', 'SMA_34_89_DIFF', 'SMA_34_144_DIFF', 'SMA_34_233_DIFF', 'SMA_34_377_DIFF', 'SMA_55_89_DIFF', 'SMA_55_144_DIFF', 'SMA_55_233_DIFF', 'SMA_55_377_DIFF', 'SMA_89_144_DIFF', 'SMA_89_233_DIFF', 'SMA_89_377_DIFF', 'SMA_144_233_DIFF', 'SMA_144_377_DIFF', 'SMA_233_377_DIFF', 'peTTM_377_SMA_diff', 'pbMRQ_377_SMA_diff', 'psTTM_377_SMA_diff', 'pcfNcfTTM_377_SMA_diff', 'VOL_SMA_DIFF_5', 'VOL_SMA_DIFF_13', 'VOL_SMA_DIFF_21', 'VOL_SMA_DIFF_34', 'VOL_SMA_DIFF_55', 'VOL_SMA_DIFF_89', 'VOL_SMA_DIFF_144', 'VOL_SMA_DIFF_233', 'VOL_SMA_DIFF_377']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>rsi_6</th>\n",
       "      <th>rsi_12</th>\n",
       "      <th>rsi_24</th>\n",
       "      <th>stoch_k</th>\n",
       "      <th>stoch_d</th>\n",
       "      <th>stoch_j</th>\n",
       "      <th>BBP</th>\n",
       "      <th>BLOW_HIGH</th>\n",
       "      <th>macd</th>\n",
       "      <th>macdsignal</th>\n",
       "      <th>macdhist</th>\n",
       "      <th>SMA_DIFF_5</th>\n",
       "      <th>SMA_DIFF_13</th>\n",
       "      <th>SMA_DIFF_21</th>\n",
       "      <th>SMA_DIFF_34</th>\n",
       "      <th>SMA_DIFF_55</th>\n",
       "      <th>SMA_DIFF_89</th>\n",
       "      <th>SMA_DIFF_144</th>\n",
       "      <th>SMA_DIFF_233</th>\n",
       "      <th>SMA_DIFF_377</th>\n",
       "      <th>SMA_5_13_DIFF</th>\n",
       "      <th>SMA_5_21_DIFF</th>\n",
       "      <th>SMA_5_34_DIFF</th>\n",
       "      <th>SMA_5_55_DIFF</th>\n",
       "      <th>SMA_5_89_DIFF</th>\n",
       "      <th>SMA_5_144_DIFF</th>\n",
       "      <th>SMA_5_233_DIFF</th>\n",
       "      <th>SMA_5_377_DIFF</th>\n",
       "      <th>SMA_13_21_DIFF</th>\n",
       "      <th>SMA_13_34_DIFF</th>\n",
       "      <th>SMA_13_55_DIFF</th>\n",
       "      <th>SMA_13_89_DIFF</th>\n",
       "      <th>SMA_13_144_DIFF</th>\n",
       "      <th>SMA_13_233_DIFF</th>\n",
       "      <th>SMA_13_377_DIFF</th>\n",
       "      <th>SMA_21_34_DIFF</th>\n",
       "      <th>SMA_21_55_DIFF</th>\n",
       "      <th>SMA_21_89_DIFF</th>\n",
       "      <th>SMA_21_144_DIFF</th>\n",
       "      <th>SMA_21_233_DIFF</th>\n",
       "      <th>SMA_21_377_DIFF</th>\n",
       "      <th>SMA_34_55_DIFF</th>\n",
       "      <th>SMA_34_89_DIFF</th>\n",
       "      <th>SMA_34_144_DIFF</th>\n",
       "      <th>SMA_34_233_DIFF</th>\n",
       "      <th>SMA_34_377_DIFF</th>\n",
       "      <th>SMA_55_89_DIFF</th>\n",
       "      <th>SMA_55_144_DIFF</th>\n",
       "      <th>SMA_55_233_DIFF</th>\n",
       "      <th>SMA_55_377_DIFF</th>\n",
       "      <th>SMA_89_144_DIFF</th>\n",
       "      <th>SMA_89_233_DIFF</th>\n",
       "      <th>SMA_89_377_DIFF</th>\n",
       "      <th>SMA_144_233_DIFF</th>\n",
       "      <th>SMA_144_377_DIFF</th>\n",
       "      <th>SMA_233_377_DIFF</th>\n",
       "      <th>peTTM_377_SMA_diff</th>\n",
       "      <th>pbMRQ_377_SMA_diff</th>\n",
       "      <th>psTTM_377_SMA_diff</th>\n",
       "      <th>pcfNcfTTM_377_SMA_diff</th>\n",
       "      <th>VOL_SMA_DIFF_5</th>\n",
       "      <th>VOL_SMA_DIFF_13</th>\n",
       "      <th>VOL_SMA_DIFF_21</th>\n",
       "      <th>VOL_SMA_DIFF_34</th>\n",
       "      <th>VOL_SMA_DIFF_55</th>\n",
       "      <th>VOL_SMA_DIFF_89</th>\n",
       "      <th>VOL_SMA_DIFF_144</th>\n",
       "      <th>VOL_SMA_DIFF_233</th>\n",
       "      <th>VOL_SMA_DIFF_377</th>\n",
       "      <th>target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.323288</td>\n",
       "      <td>0.448383</td>\n",
       "      <td>0.518387</td>\n",
       "      <td>0.219154</td>\n",
       "      <td>0.255493</td>\n",
       "      <td>0.146476</td>\n",
       "      <td>0.047227</td>\n",
       "      <td>1.173611</td>\n",
       "      <td>0.346710</td>\n",
       "      <td>0.606635</td>\n",
       "      <td>-0.259925</td>\n",
       "      <td>-0.049533</td>\n",
       "      <td>-0.071112</td>\n",
       "      <td>-0.071508</td>\n",
       "      <td>-0.010757</td>\n",
       "      <td>0.059792</td>\n",
       "      <td>0.194336</td>\n",
       "      <td>0.330770</td>\n",
       "      <td>0.196106</td>\n",
       "      <td>-0.092121</td>\n",
       "      <td>-0.022703</td>\n",
       "      <td>-0.023120</td>\n",
       "      <td>0.040797</td>\n",
       "      <td>0.115022</td>\n",
       "      <td>0.256578</td>\n",
       "      <td>0.400122</td>\n",
       "      <td>0.258441</td>\n",
       "      <td>-0.044808</td>\n",
       "      <td>-0.000427</td>\n",
       "      <td>0.064975</td>\n",
       "      <td>0.140925</td>\n",
       "      <td>0.285769</td>\n",
       "      <td>0.432648</td>\n",
       "      <td>0.287675</td>\n",
       "      <td>-0.022618</td>\n",
       "      <td>0.065430</td>\n",
       "      <td>0.141412</td>\n",
       "      <td>0.286318</td>\n",
       "      <td>0.433260</td>\n",
       "      <td>0.288225</td>\n",
       "      <td>-0.022201</td>\n",
       "      <td>0.071316</td>\n",
       "      <td>0.207323</td>\n",
       "      <td>0.345240</td>\n",
       "      <td>0.209112</td>\n",
       "      <td>-0.082249</td>\n",
       "      <td>0.126953</td>\n",
       "      <td>0.255690</td>\n",
       "      <td>0.128624</td>\n",
       "      <td>-0.143342</td>\n",
       "      <td>0.114234</td>\n",
       "      <td>0.001482</td>\n",
       "      <td>-0.239846</td>\n",
       "      <td>-0.101192</td>\n",
       "      <td>-0.317779</td>\n",
       "      <td>-0.240972</td>\n",
       "      <td>-2.897328</td>\n",
       "      <td>0.254907</td>\n",
       "      <td>0.471937</td>\n",
       "      <td>-0.708282</td>\n",
       "      <td>-0.037880</td>\n",
       "      <td>-0.305345</td>\n",
       "      <td>-0.321360</td>\n",
       "      <td>-0.237729</td>\n",
       "      <td>-0.192153</td>\n",
       "      <td>-0.112510</td>\n",
       "      <td>0.011348</td>\n",
       "      <td>0.157606</td>\n",
       "      <td>0.608439</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.323288</td>\n",
       "      <td>0.448383</td>\n",
       "      <td>0.518387</td>\n",
       "      <td>0.223174</td>\n",
       "      <td>0.215130</td>\n",
       "      <td>0.239262</td>\n",
       "      <td>0.100949</td>\n",
       "      <td>1.183683</td>\n",
       "      <td>0.257774</td>\n",
       "      <td>0.536863</td>\n",
       "      <td>-0.279088</td>\n",
       "      <td>-0.028882</td>\n",
       "      <td>-0.063627</td>\n",
       "      <td>-0.069122</td>\n",
       "      <td>-0.014863</td>\n",
       "      <td>0.055187</td>\n",
       "      <td>0.187574</td>\n",
       "      <td>0.327773</td>\n",
       "      <td>0.202253</td>\n",
       "      <td>-0.090424</td>\n",
       "      <td>-0.035779</td>\n",
       "      <td>-0.041437</td>\n",
       "      <td>0.014436</td>\n",
       "      <td>0.086569</td>\n",
       "      <td>0.222893</td>\n",
       "      <td>0.367262</td>\n",
       "      <td>0.238009</td>\n",
       "      <td>-0.063373</td>\n",
       "      <td>-0.005868</td>\n",
       "      <td>0.052078</td>\n",
       "      <td>0.126887</td>\n",
       "      <td>0.268270</td>\n",
       "      <td>0.417996</td>\n",
       "      <td>0.283946</td>\n",
       "      <td>-0.028618</td>\n",
       "      <td>0.058288</td>\n",
       "      <td>0.133539</td>\n",
       "      <td>0.275757</td>\n",
       "      <td>0.426366</td>\n",
       "      <td>0.291525</td>\n",
       "      <td>-0.022884</td>\n",
       "      <td>0.071107</td>\n",
       "      <td>0.205491</td>\n",
       "      <td>0.347805</td>\n",
       "      <td>0.220391</td>\n",
       "      <td>-0.076701</td>\n",
       "      <td>0.125463</td>\n",
       "      <td>0.258330</td>\n",
       "      <td>0.139374</td>\n",
       "      <td>-0.137995</td>\n",
       "      <td>0.118055</td>\n",
       "      <td>0.012360</td>\n",
       "      <td>-0.234089</td>\n",
       "      <td>-0.094535</td>\n",
       "      <td>-0.314961</td>\n",
       "      <td>-0.243440</td>\n",
       "      <td>-2.908642</td>\n",
       "      <td>0.254436</td>\n",
       "      <td>0.470200</td>\n",
       "      <td>-0.705700</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.703346</td>\n",
       "      <td>0.610845</td>\n",
       "      <td>0.591589</td>\n",
       "      <td>0.836404</td>\n",
       "      <td>0.802455</td>\n",
       "      <td>0.904302</td>\n",
       "      <td>0.789736</td>\n",
       "      <td>1.186692</td>\n",
       "      <td>0.317262</td>\n",
       "      <td>0.311477</td>\n",
       "      <td>0.005785</td>\n",
       "      <td>0.034873</td>\n",
       "      <td>0.060382</td>\n",
       "      <td>0.047451</td>\n",
       "      <td>0.067084</td>\n",
       "      <td>0.144325</td>\n",
       "      <td>0.271230</td>\n",
       "      <td>0.456174</td>\n",
       "      <td>0.380154</td>\n",
       "      <td>0.032311</td>\n",
       "      <td>0.024649</td>\n",
       "      <td>0.012154</td>\n",
       "      <td>0.031125</td>\n",
       "      <td>0.105763</td>\n",
       "      <td>0.228391</td>\n",
       "      <td>0.407103</td>\n",
       "      <td>0.333645</td>\n",
       "      <td>-0.002476</td>\n",
       "      <td>-0.012194</td>\n",
       "      <td>0.006320</td>\n",
       "      <td>0.079163</td>\n",
       "      <td>0.198841</td>\n",
       "      <td>0.373254</td>\n",
       "      <td>0.301563</td>\n",
       "      <td>-0.026473</td>\n",
       "      <td>0.018743</td>\n",
       "      <td>0.092485</td>\n",
       "      <td>0.213641</td>\n",
       "      <td>0.390206</td>\n",
       "      <td>0.317630</td>\n",
       "      <td>-0.014455</td>\n",
       "      <td>0.072385</td>\n",
       "      <td>0.191312</td>\n",
       "      <td>0.364629</td>\n",
       "      <td>0.293388</td>\n",
       "      <td>-0.032587</td>\n",
       "      <td>0.110899</td>\n",
       "      <td>0.272517</td>\n",
       "      <td>0.206085</td>\n",
       "      <td>-0.097887</td>\n",
       "      <td>0.145484</td>\n",
       "      <td>0.085684</td>\n",
       "      <td>-0.187943</td>\n",
       "      <td>-0.052205</td>\n",
       "      <td>-0.291080</td>\n",
       "      <td>-0.252032</td>\n",
       "      <td>-3.239893</td>\n",
       "      <td>0.401006</td>\n",
       "      <td>0.632389</td>\n",
       "      <td>-0.648316</td>\n",
       "      <td>0.228889</td>\n",
       "      <td>0.679715</td>\n",
       "      <td>0.428609</td>\n",
       "      <td>0.437718</td>\n",
       "      <td>0.607649</td>\n",
       "      <td>0.636581</td>\n",
       "      <td>0.871106</td>\n",
       "      <td>1.200461</td>\n",
       "      <td>1.997977</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.130549</td>\n",
       "      <td>0.254901</td>\n",
       "      <td>0.374541</td>\n",
       "      <td>0.062742</td>\n",
       "      <td>0.181168</td>\n",
       "      <td>-0.174109</td>\n",
       "      <td>-0.248975</td>\n",
       "      <td>1.399034</td>\n",
       "      <td>-0.420906</td>\n",
       "      <td>0.057891</td>\n",
       "      <td>-0.478797</td>\n",
       "      <td>-0.176590</td>\n",
       "      <td>-0.237312</td>\n",
       "      <td>-0.249598</td>\n",
       "      <td>-0.265404</td>\n",
       "      <td>-0.217067</td>\n",
       "      <td>-0.141296</td>\n",
       "      <td>-0.006552</td>\n",
       "      <td>-0.044360</td>\n",
       "      <td>-0.280594</td>\n",
       "      <td>-0.073744</td>\n",
       "      <td>-0.088666</td>\n",
       "      <td>-0.107861</td>\n",
       "      <td>-0.049158</td>\n",
       "      <td>0.042863</td>\n",
       "      <td>0.206505</td>\n",
       "      <td>0.160588</td>\n",
       "      <td>-0.126308</td>\n",
       "      <td>-0.016109</td>\n",
       "      <td>-0.036833</td>\n",
       "      <td>0.026544</td>\n",
       "      <td>0.125891</td>\n",
       "      <td>0.302561</td>\n",
       "      <td>0.252989</td>\n",
       "      <td>-0.056749</td>\n",
       "      <td>-0.021063</td>\n",
       "      <td>0.043352</td>\n",
       "      <td>0.144325</td>\n",
       "      <td>0.323888</td>\n",
       "      <td>0.273504</td>\n",
       "      <td>-0.041305</td>\n",
       "      <td>0.065801</td>\n",
       "      <td>0.168947</td>\n",
       "      <td>0.352373</td>\n",
       "      <td>0.300906</td>\n",
       "      <td>-0.020677</td>\n",
       "      <td>0.096778</td>\n",
       "      <td>0.268880</td>\n",
       "      <td>0.220590</td>\n",
       "      <td>-0.081139</td>\n",
       "      <td>0.156916</td>\n",
       "      <td>0.112887</td>\n",
       "      <td>-0.162218</td>\n",
       "      <td>-0.038057</td>\n",
       "      <td>-0.275849</td>\n",
       "      <td>-0.247199</td>\n",
       "      <td>-2.593072</td>\n",
       "      <td>-0.034088</td>\n",
       "      <td>0.121210</td>\n",
       "      <td>-0.745344</td>\n",
       "      <td>-0.136704</td>\n",
       "      <td>-0.111217</td>\n",
       "      <td>-0.068536</td>\n",
       "      <td>-0.198637</td>\n",
       "      <td>-0.103942</td>\n",
       "      <td>-0.075614</td>\n",
       "      <td>0.036823</td>\n",
       "      <td>0.249599</td>\n",
       "      <td>0.674019</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.710452</td>\n",
       "      <td>0.544809</td>\n",
       "      <td>0.505446</td>\n",
       "      <td>0.834840</td>\n",
       "      <td>0.784983</td>\n",
       "      <td>0.934553</td>\n",
       "      <td>0.552849</td>\n",
       "      <td>1.705702</td>\n",
       "      <td>-0.555228</td>\n",
       "      <td>-0.666657</td>\n",
       "      <td>0.111429</td>\n",
       "      <td>0.070543</td>\n",
       "      <td>0.124945</td>\n",
       "      <td>0.021378</td>\n",
       "      <td>-0.029996</td>\n",
       "      <td>-0.042604</td>\n",
       "      <td>0.028742</td>\n",
       "      <td>0.177609</td>\n",
       "      <td>0.193679</td>\n",
       "      <td>-0.101123</td>\n",
       "      <td>0.050818</td>\n",
       "      <td>-0.045925</td>\n",
       "      <td>-0.093914</td>\n",
       "      <td>-0.105691</td>\n",
       "      <td>-0.039046</td>\n",
       "      <td>0.100011</td>\n",
       "      <td>0.115023</td>\n",
       "      <td>-0.160353</td>\n",
       "      <td>-0.092064</td>\n",
       "      <td>-0.137732</td>\n",
       "      <td>-0.148940</td>\n",
       "      <td>-0.085518</td>\n",
       "      <td>0.046815</td>\n",
       "      <td>0.061100</td>\n",
       "      <td>-0.200959</td>\n",
       "      <td>-0.050299</td>\n",
       "      <td>-0.062643</td>\n",
       "      <td>0.007211</td>\n",
       "      <td>0.152961</td>\n",
       "      <td>0.168695</td>\n",
       "      <td>-0.119936</td>\n",
       "      <td>-0.012998</td>\n",
       "      <td>0.060555</td>\n",
       "      <td>0.214025</td>\n",
       "      <td>0.230593</td>\n",
       "      <td>-0.073326</td>\n",
       "      <td>0.074521</td>\n",
       "      <td>0.230013</td>\n",
       "      <td>0.246798</td>\n",
       "      <td>-0.061122</td>\n",
       "      <td>0.144707</td>\n",
       "      <td>0.160329</td>\n",
       "      <td>-0.126237</td>\n",
       "      <td>0.013647</td>\n",
       "      <td>-0.236693</td>\n",
       "      <td>-0.246969</td>\n",
       "      <td>-3.069395</td>\n",
       "      <td>0.179244</td>\n",
       "      <td>0.358381</td>\n",
       "      <td>-0.651385</td>\n",
       "      <td>0.460471</td>\n",
       "      <td>0.560524</td>\n",
       "      <td>0.356174</td>\n",
       "      <td>0.450762</td>\n",
       "      <td>0.352513</td>\n",
       "      <td>0.448709</td>\n",
       "      <td>0.531023</td>\n",
       "      <td>0.884220</td>\n",
       "      <td>1.418307</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0.234781</td>\n",
       "      <td>0.295187</td>\n",
       "      <td>0.358151</td>\n",
       "      <td>0.123964</td>\n",
       "      <td>0.140650</td>\n",
       "      <td>0.090593</td>\n",
       "      <td>0.053921</td>\n",
       "      <td>1.558316</td>\n",
       "      <td>-1.047022</td>\n",
       "      <td>-0.893276</td>\n",
       "      <td>-0.153745</td>\n",
       "      <td>-0.059656</td>\n",
       "      <td>-0.161116</td>\n",
       "      <td>-0.196098</td>\n",
       "      <td>-0.263864</td>\n",
       "      <td>-0.325989</td>\n",
       "      <td>-0.308625</td>\n",
       "      <td>-0.222164</td>\n",
       "      <td>-0.177812</td>\n",
       "      <td>-0.384300</td>\n",
       "      <td>-0.107896</td>\n",
       "      <td>-0.145098</td>\n",
       "      <td>-0.217163</td>\n",
       "      <td>-0.283229</td>\n",
       "      <td>-0.264764</td>\n",
       "      <td>-0.172818</td>\n",
       "      <td>-0.125652</td>\n",
       "      <td>-0.345239</td>\n",
       "      <td>-0.041701</td>\n",
       "      <td>-0.122482</td>\n",
       "      <td>-0.196539</td>\n",
       "      <td>-0.175840</td>\n",
       "      <td>-0.072773</td>\n",
       "      <td>-0.019903</td>\n",
       "      <td>-0.266048</td>\n",
       "      <td>-0.084296</td>\n",
       "      <td>-0.161576</td>\n",
       "      <td>-0.139977</td>\n",
       "      <td>-0.032425</td>\n",
       "      <td>0.022746</td>\n",
       "      <td>-0.234110</td>\n",
       "      <td>-0.084394</td>\n",
       "      <td>-0.060806</td>\n",
       "      <td>0.056646</td>\n",
       "      <td>0.116896</td>\n",
       "      <td>-0.163605</td>\n",
       "      <td>0.025762</td>\n",
       "      <td>0.154041</td>\n",
       "      <td>0.219843</td>\n",
       "      <td>-0.086512</td>\n",
       "      <td>0.125057</td>\n",
       "      <td>0.189207</td>\n",
       "      <td>-0.109455</td>\n",
       "      <td>0.057019</td>\n",
       "      <td>-0.208444</td>\n",
       "      <td>-0.251144</td>\n",
       "      <td>-2.485606</td>\n",
       "      <td>-0.208289</td>\n",
       "      <td>-0.094223</td>\n",
       "      <td>-0.739920</td>\n",
       "      <td>-0.090808</td>\n",
       "      <td>-0.438798</td>\n",
       "      <td>-0.543557</td>\n",
       "      <td>-0.645700</td>\n",
       "      <td>-0.684222</td>\n",
       "      <td>-0.691682</td>\n",
       "      <td>-0.670855</td>\n",
       "      <td>-0.602055</td>\n",
       "      <td>-0.506882</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0.485690</td>\n",
       "      <td>0.413793</td>\n",
       "      <td>0.411958</td>\n",
       "      <td>0.473882</td>\n",
       "      <td>0.385588</td>\n",
       "      <td>0.650469</td>\n",
       "      <td>0.346567</td>\n",
       "      <td>1.636015</td>\n",
       "      <td>-0.902938</td>\n",
       "      <td>-0.944260</td>\n",
       "      <td>0.041321</td>\n",
       "      <td>0.024681</td>\n",
       "      <td>0.002207</td>\n",
       "      <td>-0.081159</td>\n",
       "      <td>-0.140433</td>\n",
       "      <td>-0.236415</td>\n",
       "      <td>-0.240323</td>\n",
       "      <td>-0.155623</td>\n",
       "      <td>-0.098985</td>\n",
       "      <td>-0.324753</td>\n",
       "      <td>-0.021933</td>\n",
       "      <td>-0.103291</td>\n",
       "      <td>-0.161137</td>\n",
       "      <td>-0.254807</td>\n",
       "      <td>-0.258621</td>\n",
       "      <td>-0.175962</td>\n",
       "      <td>-0.120688</td>\n",
       "      <td>-0.341017</td>\n",
       "      <td>-0.083183</td>\n",
       "      <td>-0.142326</td>\n",
       "      <td>-0.238096</td>\n",
       "      <td>-0.241995</td>\n",
       "      <td>-0.157483</td>\n",
       "      <td>-0.100969</td>\n",
       "      <td>-0.326240</td>\n",
       "      <td>-0.064509</td>\n",
       "      <td>-0.168969</td>\n",
       "      <td>-0.173222</td>\n",
       "      <td>-0.081041</td>\n",
       "      <td>-0.019400</td>\n",
       "      <td>-0.265109</td>\n",
       "      <td>-0.111663</td>\n",
       "      <td>-0.116209</td>\n",
       "      <td>-0.017672</td>\n",
       "      <td>0.048219</td>\n",
       "      <td>-0.214433</td>\n",
       "      <td>-0.005118</td>\n",
       "      <td>0.105805</td>\n",
       "      <td>0.179980</td>\n",
       "      <td>-0.115688</td>\n",
       "      <td>0.111494</td>\n",
       "      <td>0.186049</td>\n",
       "      <td>-0.111139</td>\n",
       "      <td>0.067077</td>\n",
       "      <td>-0.200301</td>\n",
       "      <td>-0.250570</td>\n",
       "      <td>-2.659908</td>\n",
       "      <td>-0.138453</td>\n",
       "      <td>-0.016870</td>\n",
       "      <td>-0.704348</td>\n",
       "      <td>0.396118</td>\n",
       "      <td>0.353418</td>\n",
       "      <td>-0.074910</td>\n",
       "      <td>-0.333016</td>\n",
       "      <td>-0.451481</td>\n",
       "      <td>-0.474182</td>\n",
       "      <td>-0.457052</td>\n",
       "      <td>-0.358456</td>\n",
       "      <td>-0.212650</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0.914151</td>\n",
       "      <td>0.721181</td>\n",
       "      <td>0.569316</td>\n",
       "      <td>0.920423</td>\n",
       "      <td>0.902606</td>\n",
       "      <td>0.956057</td>\n",
       "      <td>1.294585</td>\n",
       "      <td>1.364550</td>\n",
       "      <td>0.001322</td>\n",
       "      <td>-0.401835</td>\n",
       "      <td>0.403157</td>\n",
       "      <td>0.123220</td>\n",
       "      <td>0.218124</td>\n",
       "      <td>0.245787</td>\n",
       "      <td>0.172794</td>\n",
       "      <td>0.057947</td>\n",
       "      <td>-0.022491</td>\n",
       "      <td>0.054643</td>\n",
       "      <td>0.140661</td>\n",
       "      <td>-0.133246</td>\n",
       "      <td>0.084493</td>\n",
       "      <td>0.109121</td>\n",
       "      <td>0.044135</td>\n",
       "      <td>-0.058113</td>\n",
       "      <td>-0.129726</td>\n",
       "      <td>-0.061054</td>\n",
       "      <td>0.015527</td>\n",
       "      <td>-0.228331</td>\n",
       "      <td>0.022710</td>\n",
       "      <td>-0.037214</td>\n",
       "      <td>-0.131495</td>\n",
       "      <td>-0.197529</td>\n",
       "      <td>-0.134208</td>\n",
       "      <td>-0.063593</td>\n",
       "      <td>-0.288452</td>\n",
       "      <td>-0.058593</td>\n",
       "      <td>-0.150781</td>\n",
       "      <td>-0.215348</td>\n",
       "      <td>-0.153433</td>\n",
       "      <td>-0.084386</td>\n",
       "      <td>-0.304252</td>\n",
       "      <td>-0.097926</td>\n",
       "      <td>-0.166512</td>\n",
       "      <td>-0.100743</td>\n",
       "      <td>-0.027399</td>\n",
       "      <td>-0.260949</td>\n",
       "      <td>-0.076032</td>\n",
       "      <td>-0.003123</td>\n",
       "      <td>0.078183</td>\n",
       "      <td>-0.180721</td>\n",
       "      <td>0.078908</td>\n",
       "      <td>0.166905</td>\n",
       "      <td>-0.113304</td>\n",
       "      <td>0.081561</td>\n",
       "      <td>-0.178154</td>\n",
       "      <td>-0.240130</td>\n",
       "      <td>-3.241516</td>\n",
       "      <td>0.084032</td>\n",
       "      <td>0.228964</td>\n",
       "      <td>-0.580745</td>\n",
       "      <td>0.991471</td>\n",
       "      <td>2.160348</td>\n",
       "      <td>2.686030</td>\n",
       "      <td>1.946260</td>\n",
       "      <td>1.221205</td>\n",
       "      <td>0.816523</td>\n",
       "      <td>0.820651</td>\n",
       "      <td>1.108938</td>\n",
       "      <td>1.536453</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0.296520</td>\n",
       "      <td>0.436801</td>\n",
       "      <td>0.457578</td>\n",
       "      <td>0.086019</td>\n",
       "      <td>0.167321</td>\n",
       "      <td>-0.076586</td>\n",
       "      <td>0.404835</td>\n",
       "      <td>1.356256</td>\n",
       "      <td>0.081115</td>\n",
       "      <td>0.099992</td>\n",
       "      <td>-0.018877</td>\n",
       "      <td>-0.040341</td>\n",
       "      <td>-0.070445</td>\n",
       "      <td>-0.022751</td>\n",
       "      <td>0.013497</td>\n",
       "      <td>-0.051346</td>\n",
       "      <td>-0.164152</td>\n",
       "      <td>-0.124881</td>\n",
       "      <td>-0.039832</td>\n",
       "      <td>-0.257445</td>\n",
       "      <td>-0.031369</td>\n",
       "      <td>0.018330</td>\n",
       "      <td>0.056101</td>\n",
       "      <td>-0.011467</td>\n",
       "      <td>-0.129016</td>\n",
       "      <td>-0.088094</td>\n",
       "      <td>0.000531</td>\n",
       "      <td>-0.226230</td>\n",
       "      <td>0.051309</td>\n",
       "      <td>0.090303</td>\n",
       "      <td>0.020547</td>\n",
       "      <td>-0.100809</td>\n",
       "      <td>-0.058562</td>\n",
       "      <td>0.032933</td>\n",
       "      <td>-0.201172</td>\n",
       "      <td>0.037091</td>\n",
       "      <td>-0.029260</td>\n",
       "      <td>-0.144693</td>\n",
       "      <td>-0.104508</td>\n",
       "      <td>-0.017478</td>\n",
       "      <td>-0.240158</td>\n",
       "      <td>-0.063979</td>\n",
       "      <td>-0.175283</td>\n",
       "      <td>-0.136535</td>\n",
       "      <td>-0.052618</td>\n",
       "      <td>-0.267334</td>\n",
       "      <td>-0.118912</td>\n",
       "      <td>-0.077516</td>\n",
       "      <td>0.012137</td>\n",
       "      <td>-0.217254</td>\n",
       "      <td>0.046983</td>\n",
       "      <td>0.148736</td>\n",
       "      <td>-0.111615</td>\n",
       "      <td>0.097186</td>\n",
       "      <td>-0.151481</td>\n",
       "      <td>-0.226641</td>\n",
       "      <td>-4.376887</td>\n",
       "      <td>-0.072552</td>\n",
       "      <td>-0.115316</td>\n",
       "      <td>-0.423536</td>\n",
       "      <td>-0.127821</td>\n",
       "      <td>-0.509502</td>\n",
       "      <td>-0.393373</td>\n",
       "      <td>-0.280731</td>\n",
       "      <td>-0.450510</td>\n",
       "      <td>-0.580757</td>\n",
       "      <td>-0.597869</td>\n",
       "      <td>-0.533838</td>\n",
       "      <td>-0.443068</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0.693025</td>\n",
       "      <td>0.638806</td>\n",
       "      <td>0.573121</td>\n",
       "      <td>0.659733</td>\n",
       "      <td>0.691944</td>\n",
       "      <td>0.595312</td>\n",
       "      <td>0.925567</td>\n",
       "      <td>1.215291</td>\n",
       "      <td>0.351569</td>\n",
       "      <td>0.283269</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>0.024336</td>\n",
       "      <td>0.050835</td>\n",
       "      <td>0.084697</td>\n",
       "      <td>0.096967</td>\n",
       "      <td>0.157422</td>\n",
       "      <td>0.050937</td>\n",
       "      <td>0.023367</td>\n",
       "      <td>0.136796</td>\n",
       "      <td>-0.089058</td>\n",
       "      <td>0.025869</td>\n",
       "      <td>0.058927</td>\n",
       "      <td>0.070905</td>\n",
       "      <td>0.129924</td>\n",
       "      <td>0.025969</td>\n",
       "      <td>-0.000946</td>\n",
       "      <td>0.109789</td>\n",
       "      <td>-0.110700</td>\n",
       "      <td>0.032224</td>\n",
       "      <td>0.043900</td>\n",
       "      <td>0.101431</td>\n",
       "      <td>0.000097</td>\n",
       "      <td>-0.026139</td>\n",
       "      <td>0.081803</td>\n",
       "      <td>-0.133125</td>\n",
       "      <td>0.011312</td>\n",
       "      <td>0.067046</td>\n",
       "      <td>-0.031124</td>\n",
       "      <td>-0.056541</td>\n",
       "      <td>0.048031</td>\n",
       "      <td>-0.160187</td>\n",
       "      <td>0.055111</td>\n",
       "      <td>-0.041961</td>\n",
       "      <td>-0.067093</td>\n",
       "      <td>0.036309</td>\n",
       "      <td>-0.169581</td>\n",
       "      <td>-0.092002</td>\n",
       "      <td>-0.115822</td>\n",
       "      <td>-0.017820</td>\n",
       "      <td>-0.212956</td>\n",
       "      <td>-0.026234</td>\n",
       "      <td>0.081698</td>\n",
       "      <td>-0.133209</td>\n",
       "      <td>0.110839</td>\n",
       "      <td>-0.109858</td>\n",
       "      <td>-0.198676</td>\n",
       "      <td>-6.037383</td>\n",
       "      <td>0.098511</td>\n",
       "      <td>0.045579</td>\n",
       "      <td>-0.121401</td>\n",
       "      <td>0.580898</td>\n",
       "      <td>0.759848</td>\n",
       "      <td>1.196454</td>\n",
       "      <td>0.866410</td>\n",
       "      <td>1.243784</td>\n",
       "      <td>0.660140</td>\n",
       "      <td>0.399823</td>\n",
       "      <td>0.486952</td>\n",
       "      <td>0.763341</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      rsi_6    rsi_12    rsi_24   stoch_k   stoch_d   stoch_j       BBP  \\\n",
       "0  0.323288  0.448383  0.518387  0.219154  0.255493  0.146476  0.047227   \n",
       "1  0.323288  0.448383  0.518387  0.223174  0.215130  0.239262  0.100949   \n",
       "2  0.703346  0.610845  0.591589  0.836404  0.802455  0.904302  0.789736   \n",
       "3  0.130549  0.254901  0.374541  0.062742  0.181168 -0.174109 -0.248975   \n",
       "4  0.710452  0.544809  0.505446  0.834840  0.784983  0.934553  0.552849   \n",
       "5  0.234781  0.295187  0.358151  0.123964  0.140650  0.090593  0.053921   \n",
       "6  0.485690  0.413793  0.411958  0.473882  0.385588  0.650469  0.346567   \n",
       "7  0.914151  0.721181  0.569316  0.920423  0.902606  0.956057  1.294585   \n",
       "8  0.296520  0.436801  0.457578  0.086019  0.167321 -0.076586  0.404835   \n",
       "9  0.693025  0.638806  0.573121  0.659733  0.691944  0.595312  0.925567   \n",
       "\n",
       "   BLOW_HIGH      macd  macdsignal  macdhist  SMA_DIFF_5  SMA_DIFF_13  \\\n",
       "0   1.173611  0.346710    0.606635 -0.259925   -0.049533    -0.071112   \n",
       "1   1.183683  0.257774    0.536863 -0.279088   -0.028882    -0.063627   \n",
       "2   1.186692  0.317262    0.311477  0.005785    0.034873     0.060382   \n",
       "3   1.399034 -0.420906    0.057891 -0.478797   -0.176590    -0.237312   \n",
       "4   1.705702 -0.555228   -0.666657  0.111429    0.070543     0.124945   \n",
       "5   1.558316 -1.047022   -0.893276 -0.153745   -0.059656    -0.161116   \n",
       "6   1.636015 -0.902938   -0.944260  0.041321    0.024681     0.002207   \n",
       "7   1.364550  0.001322   -0.401835  0.403157    0.123220     0.218124   \n",
       "8   1.356256  0.081115    0.099992 -0.018877   -0.040341    -0.070445   \n",
       "9   1.215291  0.351569    0.283269  0.068300    0.024336     0.050835   \n",
       "\n",
       "   SMA_DIFF_21  SMA_DIFF_34  SMA_DIFF_55  SMA_DIFF_89  SMA_DIFF_144  \\\n",
       "0    -0.071508    -0.010757     0.059792     0.194336      0.330770   \n",
       "1    -0.069122    -0.014863     0.055187     0.187574      0.327773   \n",
       "2     0.047451     0.067084     0.144325     0.271230      0.456174   \n",
       "3    -0.249598    -0.265404    -0.217067    -0.141296     -0.006552   \n",
       "4     0.021378    -0.029996    -0.042604     0.028742      0.177609   \n",
       "5    -0.196098    -0.263864    -0.325989    -0.308625     -0.222164   \n",
       "6    -0.081159    -0.140433    -0.236415    -0.240323     -0.155623   \n",
       "7     0.245787     0.172794     0.057947    -0.022491      0.054643   \n",
       "8    -0.022751     0.013497    -0.051346    -0.164152     -0.124881   \n",
       "9     0.084697     0.096967     0.157422     0.050937      0.023367   \n",
       "\n",
       "   SMA_DIFF_233  SMA_DIFF_377  SMA_5_13_DIFF  SMA_5_21_DIFF  SMA_5_34_DIFF  \\\n",
       "0      0.196106     -0.092121      -0.022703      -0.023120       0.040797   \n",
       "1      0.202253     -0.090424      -0.035779      -0.041437       0.014436   \n",
       "2      0.380154      0.032311       0.024649       0.012154       0.031125   \n",
       "3     -0.044360     -0.280594      -0.073744      -0.088666      -0.107861   \n",
       "4      0.193679     -0.101123       0.050818      -0.045925      -0.093914   \n",
       "5     -0.177812     -0.384300      -0.107896      -0.145098      -0.217163   \n",
       "6     -0.098985     -0.324753      -0.021933      -0.103291      -0.161137   \n",
       "7      0.140661     -0.133246       0.084493       0.109121       0.044135   \n",
       "8     -0.039832     -0.257445      -0.031369       0.018330       0.056101   \n",
       "9      0.136796     -0.089058       0.025869       0.058927       0.070905   \n",
       "\n",
       "   SMA_5_55_DIFF  SMA_5_89_DIFF  SMA_5_144_DIFF  SMA_5_233_DIFF  \\\n",
       "0       0.115022       0.256578        0.400122        0.258441   \n",
       "1       0.086569       0.222893        0.367262        0.238009   \n",
       "2       0.105763       0.228391        0.407103        0.333645   \n",
       "3      -0.049158       0.042863        0.206505        0.160588   \n",
       "4      -0.105691      -0.039046        0.100011        0.115023   \n",
       "5      -0.283229      -0.264764       -0.172818       -0.125652   \n",
       "6      -0.254807      -0.258621       -0.175962       -0.120688   \n",
       "7      -0.058113      -0.129726       -0.061054        0.015527   \n",
       "8      -0.011467      -0.129016       -0.088094        0.000531   \n",
       "9       0.129924       0.025969       -0.000946        0.109789   \n",
       "\n",
       "   SMA_5_377_DIFF  SMA_13_21_DIFF  SMA_13_34_DIFF  SMA_13_55_DIFF  \\\n",
       "0       -0.044808       -0.000427        0.064975        0.140925   \n",
       "1       -0.063373       -0.005868        0.052078        0.126887   \n",
       "2       -0.002476       -0.012194        0.006320        0.079163   \n",
       "3       -0.126308       -0.016109       -0.036833        0.026544   \n",
       "4       -0.160353       -0.092064       -0.137732       -0.148940   \n",
       "5       -0.345239       -0.041701       -0.122482       -0.196539   \n",
       "6       -0.341017       -0.083183       -0.142326       -0.238096   \n",
       "7       -0.228331        0.022710       -0.037214       -0.131495   \n",
       "8       -0.226230        0.051309        0.090303        0.020547   \n",
       "9       -0.110700        0.032224        0.043900        0.101431   \n",
       "\n",
       "   SMA_13_89_DIFF  SMA_13_144_DIFF  SMA_13_233_DIFF  SMA_13_377_DIFF  \\\n",
       "0        0.285769         0.432648         0.287675        -0.022618   \n",
       "1        0.268270         0.417996         0.283946        -0.028618   \n",
       "2        0.198841         0.373254         0.301563        -0.026473   \n",
       "3        0.125891         0.302561         0.252989        -0.056749   \n",
       "4       -0.085518         0.046815         0.061100        -0.200959   \n",
       "5       -0.175840        -0.072773        -0.019903        -0.266048   \n",
       "6       -0.241995        -0.157483        -0.100969        -0.326240   \n",
       "7       -0.197529        -0.134208        -0.063593        -0.288452   \n",
       "8       -0.100809        -0.058562         0.032933        -0.201172   \n",
       "9        0.000097        -0.026139         0.081803        -0.133125   \n",
       "\n",
       "   SMA_21_34_DIFF  SMA_21_55_DIFF  SMA_21_89_DIFF  SMA_21_144_DIFF  \\\n",
       "0        0.065430        0.141412        0.286318         0.433260   \n",
       "1        0.058288        0.133539        0.275757         0.426366   \n",
       "2        0.018743        0.092485        0.213641         0.390206   \n",
       "3       -0.021063        0.043352        0.144325         0.323888   \n",
       "4       -0.050299       -0.062643        0.007211         0.152961   \n",
       "5       -0.084296       -0.161576       -0.139977        -0.032425   \n",
       "6       -0.064509       -0.168969       -0.173222        -0.081041   \n",
       "7       -0.058593       -0.150781       -0.215348        -0.153433   \n",
       "8        0.037091       -0.029260       -0.144693        -0.104508   \n",
       "9        0.011312        0.067046       -0.031124        -0.056541   \n",
       "\n",
       "   SMA_21_233_DIFF  SMA_21_377_DIFF  SMA_34_55_DIFF  SMA_34_89_DIFF  \\\n",
       "0         0.288225        -0.022201        0.071316        0.207323   \n",
       "1         0.291525        -0.022884        0.071107        0.205491   \n",
       "2         0.317630        -0.014455        0.072385        0.191312   \n",
       "3         0.273504        -0.041305        0.065801        0.168947   \n",
       "4         0.168695        -0.119936       -0.012998        0.060555   \n",
       "5         0.022746        -0.234110       -0.084394       -0.060806   \n",
       "6        -0.019400        -0.265109       -0.111663       -0.116209   \n",
       "7        -0.084386        -0.304252       -0.097926       -0.166512   \n",
       "8        -0.017478        -0.240158       -0.063979       -0.175283   \n",
       "9         0.048031        -0.160187        0.055111       -0.041961   \n",
       "\n",
       "   SMA_34_144_DIFF  SMA_34_233_DIFF  SMA_34_377_DIFF  SMA_55_89_DIFF  \\\n",
       "0         0.345240         0.209112        -0.082249        0.126953   \n",
       "1         0.347805         0.220391        -0.076701        0.125463   \n",
       "2         0.364629         0.293388        -0.032587        0.110899   \n",
       "3         0.352373         0.300906        -0.020677        0.096778   \n",
       "4         0.214025         0.230593        -0.073326        0.074521   \n",
       "5         0.056646         0.116896        -0.163605        0.025762   \n",
       "6        -0.017672         0.048219        -0.214433       -0.005118   \n",
       "7        -0.100743        -0.027399        -0.260949       -0.076032   \n",
       "8        -0.136535        -0.052618        -0.267334       -0.118912   \n",
       "9        -0.067093         0.036309        -0.169581       -0.092002   \n",
       "\n",
       "   SMA_55_144_DIFF  SMA_55_233_DIFF  SMA_55_377_DIFF  SMA_89_144_DIFF  \\\n",
       "0         0.255690         0.128624        -0.143342         0.114234   \n",
       "1         0.258330         0.139374        -0.137995         0.118055   \n",
       "2         0.272517         0.206085        -0.097887         0.145484   \n",
       "3         0.268880         0.220590        -0.081139         0.156916   \n",
       "4         0.230013         0.246798        -0.061122         0.144707   \n",
       "5         0.154041         0.219843        -0.086512         0.125057   \n",
       "6         0.105805         0.179980        -0.115688         0.111494   \n",
       "7        -0.003123         0.078183        -0.180721         0.078908   \n",
       "8        -0.077516         0.012137        -0.217254         0.046983   \n",
       "9        -0.115822        -0.017820        -0.212956        -0.026234   \n",
       "\n",
       "   SMA_89_233_DIFF  SMA_89_377_DIFF  SMA_144_233_DIFF  SMA_144_377_DIFF  \\\n",
       "0         0.001482        -0.239846         -0.101192         -0.317779   \n",
       "1         0.012360        -0.234089         -0.094535         -0.314961   \n",
       "2         0.085684        -0.187943         -0.052205         -0.291080   \n",
       "3         0.112887        -0.162218         -0.038057         -0.275849   \n",
       "4         0.160329        -0.126237          0.013647         -0.236693   \n",
       "5         0.189207        -0.109455          0.057019         -0.208444   \n",
       "6         0.186049        -0.111139          0.067077         -0.200301   \n",
       "7         0.166905        -0.113304          0.081561         -0.178154   \n",
       "8         0.148736        -0.111615          0.097186         -0.151481   \n",
       "9         0.081698        -0.133209          0.110839         -0.109858   \n",
       "\n",
       "   SMA_233_377_DIFF  peTTM_377_SMA_diff  pbMRQ_377_SMA_diff  \\\n",
       "0         -0.240972           -2.897328            0.254907   \n",
       "1         -0.243440           -2.908642            0.254436   \n",
       "2         -0.252032           -3.239893            0.401006   \n",
       "3         -0.247199           -2.593072           -0.034088   \n",
       "4         -0.246969           -3.069395            0.179244   \n",
       "5         -0.251144           -2.485606           -0.208289   \n",
       "6         -0.250570           -2.659908           -0.138453   \n",
       "7         -0.240130           -3.241516            0.084032   \n",
       "8         -0.226641           -4.376887           -0.072552   \n",
       "9         -0.198676           -6.037383            0.098511   \n",
       "\n",
       "   psTTM_377_SMA_diff  pcfNcfTTM_377_SMA_diff  VOL_SMA_DIFF_5  \\\n",
       "0            0.471937               -0.708282       -0.037880   \n",
       "1            0.470200               -0.705700       -1.000000   \n",
       "2            0.632389               -0.648316        0.228889   \n",
       "3            0.121210               -0.745344       -0.136704   \n",
       "4            0.358381               -0.651385        0.460471   \n",
       "5           -0.094223               -0.739920       -0.090808   \n",
       "6           -0.016870               -0.704348        0.396118   \n",
       "7            0.228964               -0.580745        0.991471   \n",
       "8           -0.115316               -0.423536       -0.127821   \n",
       "9            0.045579               -0.121401        0.580898   \n",
       "\n",
       "   VOL_SMA_DIFF_13  VOL_SMA_DIFF_21  VOL_SMA_DIFF_34  VOL_SMA_DIFF_55  \\\n",
       "0        -0.305345        -0.321360        -0.237729        -0.192153   \n",
       "1        -1.000000        -1.000000        -1.000000        -1.000000   \n",
       "2         0.679715         0.428609         0.437718         0.607649   \n",
       "3        -0.111217        -0.068536        -0.198637        -0.103942   \n",
       "4         0.560524         0.356174         0.450762         0.352513   \n",
       "5        -0.438798        -0.543557        -0.645700        -0.684222   \n",
       "6         0.353418        -0.074910        -0.333016        -0.451481   \n",
       "7         2.160348         2.686030         1.946260         1.221205   \n",
       "8        -0.509502        -0.393373        -0.280731        -0.450510   \n",
       "9         0.759848         1.196454         0.866410         1.243784   \n",
       "\n",
       "   VOL_SMA_DIFF_89  VOL_SMA_DIFF_144  VOL_SMA_DIFF_233  VOL_SMA_DIFF_377  \\\n",
       "0        -0.112510          0.011348          0.157606          0.608439   \n",
       "1        -1.000000         -1.000000         -1.000000         -1.000000   \n",
       "2         0.636581          0.871106          1.200461          1.997977   \n",
       "3        -0.075614          0.036823          0.249599          0.674019   \n",
       "4         0.448709          0.531023          0.884220          1.418307   \n",
       "5        -0.691682         -0.670855         -0.602055         -0.506882   \n",
       "6        -0.474182         -0.457052         -0.358456         -0.212650   \n",
       "7         0.816523          0.820651          1.108938          1.536453   \n",
       "8        -0.580757         -0.597869         -0.533838         -0.443068   \n",
       "9         0.660140          0.399823          0.486952          0.763341   \n",
       "\n",
       "   target  \n",
       "0       0  \n",
       "1       0  \n",
       "2       1  \n",
       "3       0  \n",
       "4       1  \n",
       "5       0  \n",
       "6       1  \n",
       "7       1  \n",
       "8       0  \n",
       "9       1  "
      ]
     },
     "execution_count": 166,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('st3_feature.csv')\n",
    "df\n",
    "N, M = df.shape\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "70"
      ]
     },
     "execution_count": 167,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "M, len(FEATURES)\n",
    "X, Y = df.loc[:, FEATURES], df.loc[:, 'target']\n",
    "M"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [],
   "source": [
    "# train_X, train_Y = X.values, Y.values\n",
    "X_train, X_test, y_train, y_test = train_test_split(\n",
    "     X.values, Y.values, test_size=0.33, random_state=42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [],
   "source": [
    "#model.save('peak_model')\n",
    "for i in [128,64,32]:\n",
    "    layers.append(tf.keras.layers.Dense(i, activation='relu'))\n",
    "layers.append(tf.keras.layers.Dense(1, activation='sigmoid'))\n",
    "model = tf.keras.Sequential(layers)\n",
    "model.compile(\n",
    "    loss='binary_crossentropy',\n",
    "    optimizer='adam',\n",
    "    metrics=['accuracy'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/5\n",
      "968506/968506 [==============================] - 126s 130us/sample - loss: 0.0957 - acc: 0.9726\n",
      "Epoch 2/5\n",
      "968506/968506 [==============================] - 125s 129us/sample - loss: 0.0840 - acc: 0.9749\n",
      "Epoch 3/5\n",
      "968506/968506 [==============================] - 117s 121us/sample - loss: 0.0849 - acc: 0.9745\n",
      "Epoch 4/5\n",
      "968506/968506 [==============================] - 119s 123us/sample - loss: 0.0841 - acc: 0.9751\n",
      "Epoch 5/5\n",
      "968506/968506 [==============================] - 102s 105us/sample - loss: 0.0838 - acc: 0.9752\n"
     ]
    }
   ],
   "source": [
    "model.fit(X_train, y_train, epochs = 5)\n",
    "model.save('peak_model.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "31870/31870 [==============================] - 1s 29us/sample - loss: 0.2086 - acc: 0.9202\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[0.20855242492853754, 0.92017573]"
      ]
     },
     "execution_count": 165,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.evaluate(X_test, y_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_test[0].tolist(), y_test[0]\n",
    "result = model.predict(X_test)\n",
    "# dict(zip(result.tolist(), y_test.tolist()))\n",
    "# result.tolist()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:Sequential models without an `input_shape` passed to the first layer cannot reload their optimizer state. As a result, your model isstarting with a freshly initialized optimizer.\n"
     ]
    }
   ],
   "source": [
    "pm = tf.keras.models.load_model('peak_model.h5')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<tensorflow.python.keras.layers.core.Dense at 0x7f77ab01f668>,\n",
       " <tensorflow.python.keras.layers.core.Dense at 0x7f7751d952e8>,\n",
       " <tensorflow.python.keras.layers.core.Dense at 0x7f7751d95400>,\n",
       " <tensorflow.python.keras.layers.core.Dense at 0x7f7751d95630>,\n",
       " <tensorflow.python.keras.layers.core.Dense at 0x7f7751d95208>]"
      ]
     },
     "execution_count": 118,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pm.layers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0.       ],\n",
       "       [0.       ],\n",
       "       [0.9710721],\n",
       "       ...,\n",
       "       [0.       ],\n",
       "       [1.       ],\n",
       "       [0.       ]], dtype=float32)"
      ]
     },
     "execution_count": 105,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pm.predict(X_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>code</th>\n",
       "      <th>rsi_6</th>\n",
       "      <th>rsi_12</th>\n",
       "      <th>rsi_24</th>\n",
       "      <th>stoch_k</th>\n",
       "      <th>stoch_d</th>\n",
       "      <th>stoch_j</th>\n",
       "      <th>BBP</th>\n",
       "      <th>BLOW_HIGH</th>\n",
       "      <th>macd</th>\n",
       "      <th>macdsignal</th>\n",
       "      <th>macdhist</th>\n",
       "      <th>SMA_DIFF_5</th>\n",
       "      <th>SMA_DIFF_13</th>\n",
       "      <th>SMA_DIFF_21</th>\n",
       "      <th>SMA_DIFF_34</th>\n",
       "      <th>SMA_DIFF_55</th>\n",
       "      <th>SMA_DIFF_89</th>\n",
       "      <th>SMA_DIFF_144</th>\n",
       "      <th>SMA_DIFF_233</th>\n",
       "      <th>SMA_DIFF_377</th>\n",
       "      <th>SMA_5_13_DIFF</th>\n",
       "      <th>SMA_5_21_DIFF</th>\n",
       "      <th>SMA_5_34_DIFF</th>\n",
       "      <th>SMA_5_55_DIFF</th>\n",
       "      <th>SMA_5_89_DIFF</th>\n",
       "      <th>SMA_5_144_DIFF</th>\n",
       "      <th>SMA_5_233_DIFF</th>\n",
       "      <th>SMA_5_377_DIFF</th>\n",
       "      <th>SMA_13_21_DIFF</th>\n",
       "      <th>SMA_13_34_DIFF</th>\n",
       "      <th>SMA_13_55_DIFF</th>\n",
       "      <th>SMA_13_89_DIFF</th>\n",
       "      <th>SMA_13_144_DIFF</th>\n",
       "      <th>SMA_13_233_DIFF</th>\n",
       "      <th>SMA_13_377_DIFF</th>\n",
       "      <th>SMA_21_34_DIFF</th>\n",
       "      <th>SMA_21_55_DIFF</th>\n",
       "      <th>SMA_21_89_DIFF</th>\n",
       "      <th>SMA_21_144_DIFF</th>\n",
       "      <th>SMA_21_233_DIFF</th>\n",
       "      <th>SMA_21_377_DIFF</th>\n",
       "      <th>SMA_34_55_DIFF</th>\n",
       "      <th>SMA_34_89_DIFF</th>\n",
       "      <th>SMA_34_144_DIFF</th>\n",
       "      <th>SMA_34_233_DIFF</th>\n",
       "      <th>SMA_34_377_DIFF</th>\n",
       "      <th>SMA_55_89_DIFF</th>\n",
       "      <th>SMA_55_144_DIFF</th>\n",
       "      <th>SMA_55_233_DIFF</th>\n",
       "      <th>SMA_55_377_DIFF</th>\n",
       "      <th>SMA_89_144_DIFF</th>\n",
       "      <th>SMA_89_233_DIFF</th>\n",
       "      <th>SMA_89_377_DIFF</th>\n",
       "      <th>SMA_144_233_DIFF</th>\n",
       "      <th>SMA_144_377_DIFF</th>\n",
       "      <th>SMA_233_377_DIFF</th>\n",
       "      <th>peTTM_377_SMA_diff</th>\n",
       "      <th>pbMRQ_377_SMA_diff</th>\n",
       "      <th>psTTM_377_SMA_diff</th>\n",
       "      <th>pcfNcfTTM_377_SMA_diff</th>\n",
       "      <th>VOL_SMA_DIFF_5</th>\n",
       "      <th>VOL_SMA_DIFF_13</th>\n",
       "      <th>VOL_SMA_DIFF_21</th>\n",
       "      <th>VOL_SMA_DIFF_34</th>\n",
       "      <th>VOL_SMA_DIFF_55</th>\n",
       "      <th>VOL_SMA_DIFF_89</th>\n",
       "      <th>VOL_SMA_DIFF_144</th>\n",
       "      <th>VOL_SMA_DIFF_233</th>\n",
       "      <th>VOL_SMA_DIFF_377</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.417183</td>\n",
       "      <td>0.413963</td>\n",
       "      <td>0.433972</td>\n",
       "      <td>0.413735</td>\n",
       "      <td>0.555200</td>\n",
       "      <td>0.130805</td>\n",
       "      <td>0.353622</td>\n",
       "      <td>1.239108</td>\n",
       "      <td>-0.512755</td>\n",
       "      <td>-0.574233</td>\n",
       "      <td>0.061478</td>\n",
       "      <td>-9.582798e-03</td>\n",
       "      <td>-0.001224</td>\n",
       "      <td>-0.036123</td>\n",
       "      <td>-0.055587</td>\n",
       "      <td>-0.112768</td>\n",
       "      <td>-0.112111</td>\n",
       "      <td>-0.098937</td>\n",
       "      <td>-0.006758</td>\n",
       "      <td>0.200193</td>\n",
       "      <td>0.008440</td>\n",
       "      <td>-0.026797</td>\n",
       "      <td>-0.046449</td>\n",
       "      <td>-0.104184</td>\n",
       "      <td>-0.103520</td>\n",
       "      <td>-0.090219</td>\n",
       "      <td>0.002852</td>\n",
       "      <td>0.211805</td>\n",
       "      <td>-0.034942</td>\n",
       "      <td>-0.054429</td>\n",
       "      <td>-0.111681</td>\n",
       "      <td>-0.111023</td>\n",
       "      <td>-0.097833</td>\n",
       "      <td>-0.005541</td>\n",
       "      <td>0.201663</td>\n",
       "      <td>-0.020193</td>\n",
       "      <td>-0.079517</td>\n",
       "      <td>-0.078835</td>\n",
       "      <td>-0.065167</td>\n",
       "      <td>0.030466</td>\n",
       "      <td>0.245173</td>\n",
       "      <td>-0.060547</td>\n",
       "      <td>-0.059851</td>\n",
       "      <td>-0.045902</td>\n",
       "      <td>0.051703</td>\n",
       "      <td>0.270834</td>\n",
       "      <td>0.000741</td>\n",
       "      <td>0.015589</td>\n",
       "      <td>0.119485</td>\n",
       "      <td>0.352739</td>\n",
       "      <td>0.014838</td>\n",
       "      <td>0.118656</td>\n",
       "      <td>0.351737</td>\n",
       "      <td>0.102300</td>\n",
       "      <td>0.331974</td>\n",
       "      <td>0.208358</td>\n",
       "      <td>-0.287963</td>\n",
       "      <td>0.198277</td>\n",
       "      <td>0.128735</td>\n",
       "      <td>-1.879000</td>\n",
       "      <td>-0.440409</td>\n",
       "      <td>-0.372815</td>\n",
       "      <td>-0.504296</td>\n",
       "      <td>-0.586926</td>\n",
       "      <td>-0.669585</td>\n",
       "      <td>-0.699547</td>\n",
       "      <td>-0.694784</td>\n",
       "      <td>-0.773079</td>\n",
       "      <td>-0.767686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.361011</td>\n",
       "      <td>0.394435</td>\n",
       "      <td>0.426161</td>\n",
       "      <td>0.318551</td>\n",
       "      <td>0.443131</td>\n",
       "      <td>0.069390</td>\n",
       "      <td>0.324171</td>\n",
       "      <td>1.220576</td>\n",
       "      <td>-0.506849</td>\n",
       "      <td>-0.560756</td>\n",
       "      <td>0.053907</td>\n",
       "      <td>-1.699883e-02</td>\n",
       "      <td>-0.009541</td>\n",
       "      <td>-0.039650</td>\n",
       "      <td>-0.062620</td>\n",
       "      <td>-0.117259</td>\n",
       "      <td>-0.121762</td>\n",
       "      <td>-0.106880</td>\n",
       "      <td>-0.018734</td>\n",
       "      <td>0.185699</td>\n",
       "      <td>0.007587</td>\n",
       "      <td>-0.023043</td>\n",
       "      <td>-0.046410</td>\n",
       "      <td>-0.101994</td>\n",
       "      <td>-0.106575</td>\n",
       "      <td>-0.091436</td>\n",
       "      <td>-0.001765</td>\n",
       "      <td>0.206203</td>\n",
       "      <td>-0.030399</td>\n",
       "      <td>-0.053591</td>\n",
       "      <td>-0.108756</td>\n",
       "      <td>-0.113303</td>\n",
       "      <td>-0.098277</td>\n",
       "      <td>-0.009282</td>\n",
       "      <td>0.197120</td>\n",
       "      <td>-0.023919</td>\n",
       "      <td>-0.080813</td>\n",
       "      <td>-0.085503</td>\n",
       "      <td>-0.070006</td>\n",
       "      <td>0.021779</td>\n",
       "      <td>0.234653</td>\n",
       "      <td>-0.058288</td>\n",
       "      <td>-0.063093</td>\n",
       "      <td>-0.047217</td>\n",
       "      <td>0.046818</td>\n",
       "      <td>0.264908</td>\n",
       "      <td>-0.005102</td>\n",
       "      <td>0.011757</td>\n",
       "      <td>0.111612</td>\n",
       "      <td>0.343201</td>\n",
       "      <td>0.016945</td>\n",
       "      <td>0.117312</td>\n",
       "      <td>0.350089</td>\n",
       "      <td>0.098694</td>\n",
       "      <td>0.327592</td>\n",
       "      <td>0.208336</td>\n",
       "      <td>-0.294456</td>\n",
       "      <td>0.183825</td>\n",
       "      <td>0.115499</td>\n",
       "      <td>-1.863023</td>\n",
       "      <td>-0.409729</td>\n",
       "      <td>-0.385609</td>\n",
       "      <td>-0.504137</td>\n",
       "      <td>-0.593041</td>\n",
       "      <td>-0.672274</td>\n",
       "      <td>-0.709780</td>\n",
       "      <td>-0.700879</td>\n",
       "      <td>-0.780216</td>\n",
       "      <td>-0.775194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.303753</td>\n",
       "      <td>0.372094</td>\n",
       "      <td>0.417024</td>\n",
       "      <td>0.182151</td>\n",
       "      <td>0.304812</td>\n",
       "      <td>-0.063170</td>\n",
       "      <td>0.271736</td>\n",
       "      <td>1.186946</td>\n",
       "      <td>-0.513198</td>\n",
       "      <td>-0.551245</td>\n",
       "      <td>0.038047</td>\n",
       "      <td>-2.023429e-02</td>\n",
       "      <td>-0.019627</td>\n",
       "      <td>-0.044878</td>\n",
       "      <td>-0.072681</td>\n",
       "      <td>-0.122112</td>\n",
       "      <td>-0.132627</td>\n",
       "      <td>-0.116705</td>\n",
       "      <td>-0.032111</td>\n",
       "      <td>0.169117</td>\n",
       "      <td>0.000619</td>\n",
       "      <td>-0.025152</td>\n",
       "      <td>-0.053530</td>\n",
       "      <td>-0.103982</td>\n",
       "      <td>-0.114714</td>\n",
       "      <td>-0.098463</td>\n",
       "      <td>-0.012122</td>\n",
       "      <td>0.193262</td>\n",
       "      <td>-0.025756</td>\n",
       "      <td>-0.054116</td>\n",
       "      <td>-0.104536</td>\n",
       "      <td>-0.115262</td>\n",
       "      <td>-0.099021</td>\n",
       "      <td>-0.012733</td>\n",
       "      <td>0.192523</td>\n",
       "      <td>-0.029110</td>\n",
       "      <td>-0.080863</td>\n",
       "      <td>-0.091872</td>\n",
       "      <td>-0.075202</td>\n",
       "      <td>0.013367</td>\n",
       "      <td>0.224050</td>\n",
       "      <td>-0.053305</td>\n",
       "      <td>-0.064644</td>\n",
       "      <td>-0.047474</td>\n",
       "      <td>0.043750</td>\n",
       "      <td>0.260750</td>\n",
       "      <td>-0.011978</td>\n",
       "      <td>0.006159</td>\n",
       "      <td>0.102520</td>\n",
       "      <td>0.331738</td>\n",
       "      <td>0.018357</td>\n",
       "      <td>0.115886</td>\n",
       "      <td>0.347883</td>\n",
       "      <td>0.095771</td>\n",
       "      <td>0.323586</td>\n",
       "      <td>0.207904</td>\n",
       "      <td>-0.302287</td>\n",
       "      <td>0.167287</td>\n",
       "      <td>0.100279</td>\n",
       "      <td>-1.845984</td>\n",
       "      <td>-0.340944</td>\n",
       "      <td>-0.407208</td>\n",
       "      <td>-0.523343</td>\n",
       "      <td>-0.610085</td>\n",
       "      <td>-0.682568</td>\n",
       "      <td>-0.728270</td>\n",
       "      <td>-0.716837</td>\n",
       "      <td>-0.792397</td>\n",
       "      <td>-0.789936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.316149</td>\n",
       "      <td>0.375768</td>\n",
       "      <td>0.418263</td>\n",
       "      <td>0.095683</td>\n",
       "      <td>0.198795</td>\n",
       "      <td>-0.110540</td>\n",
       "      <td>0.296143</td>\n",
       "      <td>1.170800</td>\n",
       "      <td>-0.510728</td>\n",
       "      <td>-0.543141</td>\n",
       "      <td>0.032413</td>\n",
       "      <td>-1.262506e-02</td>\n",
       "      <td>-0.017773</td>\n",
       "      <td>-0.036127</td>\n",
       "      <td>-0.070919</td>\n",
       "      <td>-0.114032</td>\n",
       "      <td>-0.131457</td>\n",
       "      <td>-0.114530</td>\n",
       "      <td>-0.031741</td>\n",
       "      <td>0.168826</td>\n",
       "      <td>-0.005213</td>\n",
       "      <td>-0.023802</td>\n",
       "      <td>-0.059039</td>\n",
       "      <td>-0.102704</td>\n",
       "      <td>-0.120351</td>\n",
       "      <td>-0.103208</td>\n",
       "      <td>-0.019360</td>\n",
       "      <td>0.183771</td>\n",
       "      <td>-0.018686</td>\n",
       "      <td>-0.054108</td>\n",
       "      <td>-0.098001</td>\n",
       "      <td>-0.115741</td>\n",
       "      <td>-0.098508</td>\n",
       "      <td>-0.014221</td>\n",
       "      <td>0.189975</td>\n",
       "      <td>-0.036096</td>\n",
       "      <td>-0.080826</td>\n",
       "      <td>-0.098903</td>\n",
       "      <td>-0.081342</td>\n",
       "      <td>0.004550</td>\n",
       "      <td>0.212634</td>\n",
       "      <td>-0.046404</td>\n",
       "      <td>-0.065159</td>\n",
       "      <td>-0.046940</td>\n",
       "      <td>0.042168</td>\n",
       "      <td>0.258045</td>\n",
       "      <td>-0.019667</td>\n",
       "      <td>-0.000562</td>\n",
       "      <td>0.092883</td>\n",
       "      <td>0.319265</td>\n",
       "      <td>0.019489</td>\n",
       "      <td>0.114808</td>\n",
       "      <td>0.345732</td>\n",
       "      <td>0.093497</td>\n",
       "      <td>0.320006</td>\n",
       "      <td>0.207142</td>\n",
       "      <td>-0.300399</td>\n",
       "      <td>0.167014</td>\n",
       "      <td>0.100388</td>\n",
       "      <td>-1.840721</td>\n",
       "      <td>-0.230132</td>\n",
       "      <td>-0.440681</td>\n",
       "      <td>-0.536143</td>\n",
       "      <td>-0.631133</td>\n",
       "      <td>-0.694251</td>\n",
       "      <td>-0.748320</td>\n",
       "      <td>-0.736048</td>\n",
       "      <td>-0.804861</td>\n",
       "      <td>-0.805730</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.344171</td>\n",
       "      <td>0.383635</td>\n",
       "      <td>0.420833</td>\n",
       "      <td>0.108081</td>\n",
       "      <td>0.128639</td>\n",
       "      <td>0.066965</td>\n",
       "      <td>0.275319</td>\n",
       "      <td>1.100590</td>\n",
       "      <td>-0.499782</td>\n",
       "      <td>-0.534470</td>\n",
       "      <td>0.034687</td>\n",
       "      <td>-4.551989e-03</td>\n",
       "      <td>-0.015672</td>\n",
       "      <td>-0.028368</td>\n",
       "      <td>-0.067863</td>\n",
       "      <td>-0.105560</td>\n",
       "      <td>-0.129197</td>\n",
       "      <td>-0.111210</td>\n",
       "      <td>-0.030455</td>\n",
       "      <td>0.170127</td>\n",
       "      <td>-0.011171</td>\n",
       "      <td>-0.023925</td>\n",
       "      <td>-0.063601</td>\n",
       "      <td>-0.101470</td>\n",
       "      <td>-0.125215</td>\n",
       "      <td>-0.107146</td>\n",
       "      <td>-0.026021</td>\n",
       "      <td>0.175478</td>\n",
       "      <td>-0.012898</td>\n",
       "      <td>-0.053022</td>\n",
       "      <td>-0.091319</td>\n",
       "      <td>-0.115333</td>\n",
       "      <td>-0.097059</td>\n",
       "      <td>-0.015018</td>\n",
       "      <td>0.188758</td>\n",
       "      <td>-0.040648</td>\n",
       "      <td>-0.079446</td>\n",
       "      <td>-0.103773</td>\n",
       "      <td>-0.085261</td>\n",
       "      <td>-0.002148</td>\n",
       "      <td>0.204291</td>\n",
       "      <td>-0.040441</td>\n",
       "      <td>-0.065800</td>\n",
       "      <td>-0.046503</td>\n",
       "      <td>0.040132</td>\n",
       "      <td>0.255317</td>\n",
       "      <td>-0.026427</td>\n",
       "      <td>-0.006317</td>\n",
       "      <td>0.083969</td>\n",
       "      <td>0.308223</td>\n",
       "      <td>0.020656</td>\n",
       "      <td>0.113393</td>\n",
       "      <td>0.343735</td>\n",
       "      <td>0.090860</td>\n",
       "      <td>0.316540</td>\n",
       "      <td>0.206883</td>\n",
       "      <td>-0.297427</td>\n",
       "      <td>0.168333</td>\n",
       "      <td>0.102015</td>\n",
       "      <td>-1.835746</td>\n",
       "      <td>0.295980</td>\n",
       "      <td>-0.134198</td>\n",
       "      <td>-0.261115</td>\n",
       "      <td>-0.422588</td>\n",
       "      <td>-0.512190</td>\n",
       "      <td>-0.608561</td>\n",
       "      <td>-0.587166</td>\n",
       "      <td>-0.693184</td>\n",
       "      <td>-0.697066</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.335912</td>\n",
       "      <td>0.381016</td>\n",
       "      <td>0.419866</td>\n",
       "      <td>0.164502</td>\n",
       "      <td>0.122755</td>\n",
       "      <td>0.247996</td>\n",
       "      <td>0.203488</td>\n",
       "      <td>1.060570</td>\n",
       "      <td>-0.487106</td>\n",
       "      <td>-0.524997</td>\n",
       "      <td>0.037891</td>\n",
       "      <td>-1.563816e-03</td>\n",
       "      <td>-0.014702</td>\n",
       "      <td>-0.021638</td>\n",
       "      <td>-0.067185</td>\n",
       "      <td>-0.100120</td>\n",
       "      <td>-0.129851</td>\n",
       "      <td>-0.110989</td>\n",
       "      <td>-0.032365</td>\n",
       "      <td>0.167296</td>\n",
       "      <td>-0.013159</td>\n",
       "      <td>-0.020106</td>\n",
       "      <td>-0.065723</td>\n",
       "      <td>-0.098711</td>\n",
       "      <td>-0.128488</td>\n",
       "      <td>-0.109596</td>\n",
       "      <td>-0.030850</td>\n",
       "      <td>0.169124</td>\n",
       "      <td>-0.007040</td>\n",
       "      <td>-0.053266</td>\n",
       "      <td>-0.086693</td>\n",
       "      <td>-0.116867</td>\n",
       "      <td>-0.097724</td>\n",
       "      <td>-0.017927</td>\n",
       "      <td>0.184713</td>\n",
       "      <td>-0.046553</td>\n",
       "      <td>-0.080218</td>\n",
       "      <td>-0.110606</td>\n",
       "      <td>-0.091326</td>\n",
       "      <td>-0.010964</td>\n",
       "      <td>0.193113</td>\n",
       "      <td>-0.035308</td>\n",
       "      <td>-0.067180</td>\n",
       "      <td>-0.046959</td>\n",
       "      <td>0.037327</td>\n",
       "      <td>0.251368</td>\n",
       "      <td>-0.033039</td>\n",
       "      <td>-0.012078</td>\n",
       "      <td>0.075293</td>\n",
       "      <td>0.297169</td>\n",
       "      <td>0.021677</td>\n",
       "      <td>0.112033</td>\n",
       "      <td>0.341490</td>\n",
       "      <td>0.088439</td>\n",
       "      <td>0.313027</td>\n",
       "      <td>0.206340</td>\n",
       "      <td>-0.296878</td>\n",
       "      <td>0.165525</td>\n",
       "      <td>0.099756</td>\n",
       "      <td>-1.827510</td>\n",
       "      <td>-0.197395</td>\n",
       "      <td>-0.454322</td>\n",
       "      <td>-0.515159</td>\n",
       "      <td>-0.653361</td>\n",
       "      <td>-0.705896</td>\n",
       "      <td>-0.767916</td>\n",
       "      <td>-0.753969</td>\n",
       "      <td>-0.816460</td>\n",
       "      <td>-0.819942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.260810</td>\n",
       "      <td>0.354604</td>\n",
       "      <td>0.410026</td>\n",
       "      <td>0.175758</td>\n",
       "      <td>0.149447</td>\n",
       "      <td>0.228379</td>\n",
       "      <td>0.068289</td>\n",
       "      <td>1.065474</td>\n",
       "      <td>-0.487578</td>\n",
       "      <td>-0.517513</td>\n",
       "      <td>0.029935</td>\n",
       "      <td>-9.183180e-03</td>\n",
       "      <td>-0.025238</td>\n",
       "      <td>-0.027915</td>\n",
       "      <td>-0.075474</td>\n",
       "      <td>-0.104537</td>\n",
       "      <td>-0.139864</td>\n",
       "      <td>-0.120204</td>\n",
       "      <td>-0.044841</td>\n",
       "      <td>0.151788</td>\n",
       "      <td>-0.016203</td>\n",
       "      <td>-0.018905</td>\n",
       "      <td>-0.066905</td>\n",
       "      <td>-0.096237</td>\n",
       "      <td>-0.131892</td>\n",
       "      <td>-0.112050</td>\n",
       "      <td>-0.035988</td>\n",
       "      <td>0.162463</td>\n",
       "      <td>-0.002747</td>\n",
       "      <td>-0.051537</td>\n",
       "      <td>-0.081352</td>\n",
       "      <td>-0.117594</td>\n",
       "      <td>-0.097426</td>\n",
       "      <td>-0.020111</td>\n",
       "      <td>0.181610</td>\n",
       "      <td>-0.048925</td>\n",
       "      <td>-0.078822</td>\n",
       "      <td>-0.115163</td>\n",
       "      <td>-0.094940</td>\n",
       "      <td>-0.017412</td>\n",
       "      <td>0.184864</td>\n",
       "      <td>-0.031435</td>\n",
       "      <td>-0.069646</td>\n",
       "      <td>-0.048382</td>\n",
       "      <td>0.033134</td>\n",
       "      <td>0.245815</td>\n",
       "      <td>-0.039451</td>\n",
       "      <td>-0.017497</td>\n",
       "      <td>0.066665</td>\n",
       "      <td>0.286249</td>\n",
       "      <td>0.022856</td>\n",
       "      <td>0.110474</td>\n",
       "      <td>0.339076</td>\n",
       "      <td>0.085660</td>\n",
       "      <td>0.309155</td>\n",
       "      <td>0.205860</td>\n",
       "      <td>-0.304055</td>\n",
       "      <td>0.150059</td>\n",
       "      <td>0.085537</td>\n",
       "      <td>-1.810837</td>\n",
       "      <td>0.082613</td>\n",
       "      <td>-0.223982</td>\n",
       "      <td>-0.285882</td>\n",
       "      <td>-0.516998</td>\n",
       "      <td>-0.585140</td>\n",
       "      <td>-0.680965</td>\n",
       "      <td>-0.659344</td>\n",
       "      <td>-0.744658</td>\n",
       "      <td>-0.752076</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.238421</td>\n",
       "      <td>0.345461</td>\n",
       "      <td>0.406547</td>\n",
       "      <td>0.128502</td>\n",
       "      <td>0.156254</td>\n",
       "      <td>0.072997</td>\n",
       "      <td>0.068071</td>\n",
       "      <td>1.070373</td>\n",
       "      <td>-0.487976</td>\n",
       "      <td>-0.511606</td>\n",
       "      <td>0.023630</td>\n",
       "      <td>-1.066279e-02</td>\n",
       "      <td>-0.027932</td>\n",
       "      <td>-0.030066</td>\n",
       "      <td>-0.075465</td>\n",
       "      <td>-0.103034</td>\n",
       "      <td>-0.143212</td>\n",
       "      <td>-0.122597</td>\n",
       "      <td>-0.049407</td>\n",
       "      <td>0.145475</td>\n",
       "      <td>-0.017455</td>\n",
       "      <td>-0.019612</td>\n",
       "      <td>-0.065501</td>\n",
       "      <td>-0.093367</td>\n",
       "      <td>-0.133977</td>\n",
       "      <td>-0.113140</td>\n",
       "      <td>-0.039162</td>\n",
       "      <td>0.157820</td>\n",
       "      <td>-0.002195</td>\n",
       "      <td>-0.048900</td>\n",
       "      <td>-0.077260</td>\n",
       "      <td>-0.118593</td>\n",
       "      <td>-0.097385</td>\n",
       "      <td>-0.022093</td>\n",
       "      <td>0.178389</td>\n",
       "      <td>-0.046807</td>\n",
       "      <td>-0.075230</td>\n",
       "      <td>-0.116653</td>\n",
       "      <td>-0.095399</td>\n",
       "      <td>-0.019941</td>\n",
       "      <td>0.180981</td>\n",
       "      <td>-0.029819</td>\n",
       "      <td>-0.073276</td>\n",
       "      <td>-0.050978</td>\n",
       "      <td>0.028185</td>\n",
       "      <td>0.238974</td>\n",
       "      <td>-0.044793</td>\n",
       "      <td>-0.021810</td>\n",
       "      <td>0.059787</td>\n",
       "      <td>0.277055</td>\n",
       "      <td>0.024061</td>\n",
       "      <td>0.109484</td>\n",
       "      <td>0.336940</td>\n",
       "      <td>0.083416</td>\n",
       "      <td>0.305528</td>\n",
       "      <td>0.205011</td>\n",
       "      <td>-0.305700</td>\n",
       "      <td>0.143773</td>\n",
       "      <td>0.079975</td>\n",
       "      <td>-1.800718</td>\n",
       "      <td>-0.005779</td>\n",
       "      <td>-0.261976</td>\n",
       "      <td>-0.289367</td>\n",
       "      <td>-0.535650</td>\n",
       "      <td>-0.604777</td>\n",
       "      <td>-0.701948</td>\n",
       "      <td>-0.679755</td>\n",
       "      <td>-0.758158</td>\n",
       "      <td>-0.768136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sz.002041</td>\n",
       "      <td>0.170627</td>\n",
       "      <td>0.311648</td>\n",
       "      <td>0.393120</td>\n",
       "      <td>0.060797</td>\n",
       "      <td>0.121686</td>\n",
       "      <td>-0.060979</td>\n",
       "      <td>-0.064821</td>\n",
       "      <td>1.077112</td>\n",
       "      <td>-0.504265</td>\n",
       "      <td>-0.510138</td>\n",
       "      <td>0.005873</td>\n",
       "      <td>-2.085112e-02</td>\n",
       "      <td>-0.040048</td>\n",
       "      <td>-0.043343</td>\n",
       "      <td>-0.085483</td>\n",
       "      <td>-0.114309</td>\n",
       "      <td>-0.156821</td>\n",
       "      <td>-0.135752</td>\n",
       "      <td>-0.065657</td>\n",
       "      <td>0.125143</td>\n",
       "      <td>-0.019605</td>\n",
       "      <td>-0.022970</td>\n",
       "      <td>-0.066008</td>\n",
       "      <td>-0.095448</td>\n",
       "      <td>-0.138865</td>\n",
       "      <td>-0.117348</td>\n",
       "      <td>-0.045760</td>\n",
       "      <td>0.149103</td>\n",
       "      <td>-0.003432</td>\n",
       "      <td>-0.047330</td>\n",
       "      <td>-0.077359</td>\n",
       "      <td>-0.121645</td>\n",
       "      <td>-0.099697</td>\n",
       "      <td>-0.026677</td>\n",
       "      <td>0.172082</td>\n",
       "      <td>-0.044049</td>\n",
       "      <td>-0.074181</td>\n",
       "      <td>-0.118620</td>\n",
       "      <td>-0.096597</td>\n",
       "      <td>-0.023325</td>\n",
       "      <td>0.176119</td>\n",
       "      <td>-0.031520</td>\n",
       "      <td>-0.078007</td>\n",
       "      <td>-0.054969</td>\n",
       "      <td>0.021679</td>\n",
       "      <td>0.230314</td>\n",
       "      <td>-0.047999</td>\n",
       "      <td>-0.024211</td>\n",
       "      <td>0.054931</td>\n",
       "      <td>0.270356</td>\n",
       "      <td>0.024987</td>\n",
       "      <td>0.108120</td>\n",
       "      <td>0.334406</td>\n",
       "      <td>0.081106</td>\n",
       "      <td>0.301876</td>\n",
       "      <td>0.204207</td>\n",
       "      <td>-0.315947</td>\n",
       "      <td>0.123490</td>\n",
       "      <td>0.061178</td>\n",
       "      <td>-1.781315</td>\n",
       "      <td>0.051962</td>\n",
       "      <td>-0.158292</td>\n",
       "      <td>-0.200948</td>\n",
       "      <td>-0.462531</td>\n",
       "      <td>-0.547285</td>\n",
       "      <td>-0.668310</td>\n",
       "      <td>-0.640511</td>\n",
       "      <td>-0.726166</td>\n",
       "      <td>-0.741205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.321868</td>\n",
       "      <td>0.451577</td>\n",
       "      <td>0.519485</td>\n",
       "      <td>0.050653</td>\n",
       "      <td>0.049147</td>\n",
       "      <td>0.053665</td>\n",
       "      <td>0.268215</td>\n",
       "      <td>1.685244</td>\n",
       "      <td>0.242087</td>\n",
       "      <td>0.482253</td>\n",
       "      <td>-0.240166</td>\n",
       "      <td>-1.745068e-02</td>\n",
       "      <td>-0.154233</td>\n",
       "      <td>-0.109966</td>\n",
       "      <td>0.015803</td>\n",
       "      <td>0.172139</td>\n",
       "      <td>0.274346</td>\n",
       "      <td>0.353855</td>\n",
       "      <td>0.455337</td>\n",
       "      <td>0.488551</td>\n",
       "      <td>-0.139211</td>\n",
       "      <td>-0.094158</td>\n",
       "      <td>0.033845</td>\n",
       "      <td>0.192956</td>\n",
       "      <td>0.296979</td>\n",
       "      <td>0.377900</td>\n",
       "      <td>0.481185</td>\n",
       "      <td>0.514989</td>\n",
       "      <td>0.052339</td>\n",
       "      <td>0.201044</td>\n",
       "      <td>0.385888</td>\n",
       "      <td>0.506733</td>\n",
       "      <td>0.600742</td>\n",
       "      <td>0.720729</td>\n",
       "      <td>0.760001</td>\n",
       "      <td>0.141308</td>\n",
       "      <td>0.316959</td>\n",
       "      <td>0.431794</td>\n",
       "      <td>0.521127</td>\n",
       "      <td>0.635147</td>\n",
       "      <td>0.672465</td>\n",
       "      <td>0.153903</td>\n",
       "      <td>0.254520</td>\n",
       "      <td>0.332792</td>\n",
       "      <td>0.432695</td>\n",
       "      <td>0.465393</td>\n",
       "      <td>0.087197</td>\n",
       "      <td>0.155030</td>\n",
       "      <td>0.241608</td>\n",
       "      <td>0.269945</td>\n",
       "      <td>0.062392</td>\n",
       "      <td>0.142027</td>\n",
       "      <td>0.168091</td>\n",
       "      <td>0.074958</td>\n",
       "      <td>0.099491</td>\n",
       "      <td>0.022822</td>\n",
       "      <td>-0.076732</td>\n",
       "      <td>0.420940</td>\n",
       "      <td>0.448700</td>\n",
       "      <td>-0.241775</td>\n",
       "      <td>0.076525</td>\n",
       "      <td>-0.087743</td>\n",
       "      <td>-0.072557</td>\n",
       "      <td>0.110441</td>\n",
       "      <td>0.650059</td>\n",
       "      <td>1.297453</td>\n",
       "      <td>1.974638</td>\n",
       "      <td>3.055592</td>\n",
       "      <td>4.492442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.306025</td>\n",
       "      <td>0.442413</td>\n",
       "      <td>0.513546</td>\n",
       "      <td>0.072321</td>\n",
       "      <td>0.053733</td>\n",
       "      <td>0.109497</td>\n",
       "      <td>0.247500</td>\n",
       "      <td>1.690607</td>\n",
       "      <td>0.179315</td>\n",
       "      <td>0.421666</td>\n",
       "      <td>-0.242351</td>\n",
       "      <td>-1.084011e-02</td>\n",
       "      <td>-0.157941</td>\n",
       "      <td>-0.124786</td>\n",
       "      <td>-0.008899</td>\n",
       "      <td>0.148221</td>\n",
       "      <td>0.252934</td>\n",
       "      <td>0.331427</td>\n",
       "      <td>0.432216</td>\n",
       "      <td>0.466904</td>\n",
       "      <td>-0.148713</td>\n",
       "      <td>-0.115195</td>\n",
       "      <td>0.001962</td>\n",
       "      <td>0.160804</td>\n",
       "      <td>0.266665</td>\n",
       "      <td>0.346018</td>\n",
       "      <td>0.447912</td>\n",
       "      <td>0.482979</td>\n",
       "      <td>0.039374</td>\n",
       "      <td>0.176998</td>\n",
       "      <td>0.363588</td>\n",
       "      <td>0.487942</td>\n",
       "      <td>0.581158</td>\n",
       "      <td>0.700851</td>\n",
       "      <td>0.742045</td>\n",
       "      <td>0.132410</td>\n",
       "      <td>0.311931</td>\n",
       "      <td>0.431574</td>\n",
       "      <td>0.521259</td>\n",
       "      <td>0.636418</td>\n",
       "      <td>0.676051</td>\n",
       "      <td>0.158531</td>\n",
       "      <td>0.264184</td>\n",
       "      <td>0.343382</td>\n",
       "      <td>0.445076</td>\n",
       "      <td>0.480075</td>\n",
       "      <td>0.091196</td>\n",
       "      <td>0.159557</td>\n",
       "      <td>0.247335</td>\n",
       "      <td>0.277545</td>\n",
       "      <td>0.062648</td>\n",
       "      <td>0.143090</td>\n",
       "      <td>0.170775</td>\n",
       "      <td>0.075700</td>\n",
       "      <td>0.101753</td>\n",
       "      <td>0.024219</td>\n",
       "      <td>-0.089794</td>\n",
       "      <td>0.400586</td>\n",
       "      <td>0.427510</td>\n",
       "      <td>-0.251023</td>\n",
       "      <td>0.018721</td>\n",
       "      <td>-0.166323</td>\n",
       "      <td>-0.128278</td>\n",
       "      <td>0.009288</td>\n",
       "      <td>0.504499</td>\n",
       "      <td>1.117894</td>\n",
       "      <td>1.730710</td>\n",
       "      <td>2.730962</td>\n",
       "      <td>4.069213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.291278</td>\n",
       "      <td>0.434175</td>\n",
       "      <td>0.508349</td>\n",
       "      <td>0.087345</td>\n",
       "      <td>0.070106</td>\n",
       "      <td>0.121823</td>\n",
       "      <td>0.239264</td>\n",
       "      <td>1.712999</td>\n",
       "      <td>0.123304</td>\n",
       "      <td>0.361993</td>\n",
       "      <td>-0.238689</td>\n",
       "      <td>-1.750973e-02</td>\n",
       "      <td>-0.153122</td>\n",
       "      <td>-0.134074</td>\n",
       "      <td>-0.030765</td>\n",
       "      <td>0.127324</td>\n",
       "      <td>0.234109</td>\n",
       "      <td>0.311783</td>\n",
       "      <td>0.412104</td>\n",
       "      <td>0.448257</td>\n",
       "      <td>-0.138029</td>\n",
       "      <td>-0.118641</td>\n",
       "      <td>-0.013491</td>\n",
       "      <td>0.147415</td>\n",
       "      <td>0.256103</td>\n",
       "      <td>0.335161</td>\n",
       "      <td>0.437270</td>\n",
       "      <td>0.474068</td>\n",
       "      <td>0.022492</td>\n",
       "      <td>0.144480</td>\n",
       "      <td>0.331152</td>\n",
       "      <td>0.457244</td>\n",
       "      <td>0.548963</td>\n",
       "      <td>0.667423</td>\n",
       "      <td>0.710113</td>\n",
       "      <td>0.119304</td>\n",
       "      <td>0.301870</td>\n",
       "      <td>0.425189</td>\n",
       "      <td>0.514890</td>\n",
       "      <td>0.630744</td>\n",
       "      <td>0.672495</td>\n",
       "      <td>0.163106</td>\n",
       "      <td>0.273281</td>\n",
       "      <td>0.353421</td>\n",
       "      <td>0.456926</td>\n",
       "      <td>0.494227</td>\n",
       "      <td>0.094724</td>\n",
       "      <td>0.163626</td>\n",
       "      <td>0.252617</td>\n",
       "      <td>0.284686</td>\n",
       "      <td>0.062940</td>\n",
       "      <td>0.144230</td>\n",
       "      <td>0.173525</td>\n",
       "      <td>0.076477</td>\n",
       "      <td>0.104037</td>\n",
       "      <td>0.025602</td>\n",
       "      <td>-0.101024</td>\n",
       "      <td>0.383086</td>\n",
       "      <td>0.409240</td>\n",
       "      <td>-0.258797</td>\n",
       "      <td>-0.306988</td>\n",
       "      <td>-0.474976</td>\n",
       "      <td>-0.459014</td>\n",
       "      <td>-0.401842</td>\n",
       "      <td>-0.106548</td>\n",
       "      <td>0.270008</td>\n",
       "      <td>0.627355</td>\n",
       "      <td>1.224879</td>\n",
       "      <td>2.027236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.370188</td>\n",
       "      <td>0.458030</td>\n",
       "      <td>0.519347</td>\n",
       "      <td>0.130967</td>\n",
       "      <td>0.096878</td>\n",
       "      <td>0.199145</td>\n",
       "      <td>0.283748</td>\n",
       "      <td>1.717785</td>\n",
       "      <td>0.088386</td>\n",
       "      <td>0.307272</td>\n",
       "      <td>-0.218886</td>\n",
       "      <td>6.607073e-03</td>\n",
       "      <td>-0.109730</td>\n",
       "      <td>-0.109966</td>\n",
       "      <td>-0.016968</td>\n",
       "      <td>0.147911</td>\n",
       "      <td>0.261065</td>\n",
       "      <td>0.341173</td>\n",
       "      <td>0.444814</td>\n",
       "      <td>0.484004</td>\n",
       "      <td>-0.115574</td>\n",
       "      <td>-0.115808</td>\n",
       "      <td>-0.023420</td>\n",
       "      <td>0.140376</td>\n",
       "      <td>0.252787</td>\n",
       "      <td>0.332370</td>\n",
       "      <td>0.435331</td>\n",
       "      <td>0.474263</td>\n",
       "      <td>-0.000264</td>\n",
       "      <td>0.104196</td>\n",
       "      <td>0.289397</td>\n",
       "      <td>0.416497</td>\n",
       "      <td>0.506479</td>\n",
       "      <td>0.622895</td>\n",
       "      <td>0.666915</td>\n",
       "      <td>0.104488</td>\n",
       "      <td>0.289738</td>\n",
       "      <td>0.416872</td>\n",
       "      <td>0.506877</td>\n",
       "      <td>0.623324</td>\n",
       "      <td>0.667356</td>\n",
       "      <td>0.167725</td>\n",
       "      <td>0.282832</td>\n",
       "      <td>0.364323</td>\n",
       "      <td>0.469753</td>\n",
       "      <td>0.509619</td>\n",
       "      <td>0.098574</td>\n",
       "      <td>0.168360</td>\n",
       "      <td>0.258647</td>\n",
       "      <td>0.292787</td>\n",
       "      <td>0.063524</td>\n",
       "      <td>0.145710</td>\n",
       "      <td>0.176787</td>\n",
       "      <td>0.077277</td>\n",
       "      <td>0.106497</td>\n",
       "      <td>0.027124</td>\n",
       "      <td>-0.078470</td>\n",
       "      <td>0.417541</td>\n",
       "      <td>0.443897</td>\n",
       "      <td>-0.238665</td>\n",
       "      <td>-0.060772</td>\n",
       "      <td>-0.303200</td>\n",
       "      <td>-0.265906</td>\n",
       "      <td>-0.227244</td>\n",
       "      <td>0.156352</td>\n",
       "      <td>0.657917</td>\n",
       "      <td>1.118822</td>\n",
       "      <td>1.900947</td>\n",
       "      <td>2.956464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.315128</td>\n",
       "      <td>0.432045</td>\n",
       "      <td>0.503964</td>\n",
       "      <td>0.129725</td>\n",
       "      <td>0.116012</td>\n",
       "      <td>0.157150</td>\n",
       "      <td>0.234286</td>\n",
       "      <td>1.729625</td>\n",
       "      <td>0.046460</td>\n",
       "      <td>0.255110</td>\n",
       "      <td>-0.208649</td>\n",
       "      <td>-1.880141e-02</td>\n",
       "      <td>-0.106339</td>\n",
       "      <td>-0.137411</td>\n",
       "      <td>-0.058791</td>\n",
       "      <td>0.102641</td>\n",
       "      <td>0.215721</td>\n",
       "      <td>0.293367</td>\n",
       "      <td>0.394193</td>\n",
       "      <td>0.434015</td>\n",
       "      <td>-0.089215</td>\n",
       "      <td>-0.120882</td>\n",
       "      <td>-0.040756</td>\n",
       "      <td>0.123770</td>\n",
       "      <td>0.239016</td>\n",
       "      <td>0.318150</td>\n",
       "      <td>0.420908</td>\n",
       "      <td>0.461493</td>\n",
       "      <td>-0.034769</td>\n",
       "      <td>0.053206</td>\n",
       "      <td>0.233847</td>\n",
       "      <td>0.360383</td>\n",
       "      <td>0.447268</td>\n",
       "      <td>0.560092</td>\n",
       "      <td>0.604653</td>\n",
       "      <td>0.091144</td>\n",
       "      <td>0.278292</td>\n",
       "      <td>0.409386</td>\n",
       "      <td>0.499401</td>\n",
       "      <td>0.616289</td>\n",
       "      <td>0.662454</td>\n",
       "      <td>0.171516</td>\n",
       "      <td>0.291659</td>\n",
       "      <td>0.374155</td>\n",
       "      <td>0.481279</td>\n",
       "      <td>0.523588</td>\n",
       "      <td>0.102554</td>\n",
       "      <td>0.172972</td>\n",
       "      <td>0.264412</td>\n",
       "      <td>0.300528</td>\n",
       "      <td>0.063868</td>\n",
       "      <td>0.146803</td>\n",
       "      <td>0.179559</td>\n",
       "      <td>0.077956</td>\n",
       "      <td>0.108746</td>\n",
       "      <td>0.028563</td>\n",
       "      <td>-0.109205</td>\n",
       "      <td>0.370089</td>\n",
       "      <td>0.395131</td>\n",
       "      <td>-0.262576</td>\n",
       "      <td>-0.260007</td>\n",
       "      <td>-0.426375</td>\n",
       "      <td>-0.436245</td>\n",
       "      <td>-0.422411</td>\n",
       "      <td>-0.134836</td>\n",
       "      <td>0.249077</td>\n",
       "      <td>0.592702</td>\n",
       "      <td>1.183011</td>\n",
       "      <td>1.981622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.368194</td>\n",
       "      <td>0.448118</td>\n",
       "      <td>0.511075</td>\n",
       "      <td>0.212052</td>\n",
       "      <td>0.157581</td>\n",
       "      <td>0.320993</td>\n",
       "      <td>0.274479</td>\n",
       "      <td>1.756404</td>\n",
       "      <td>0.019465</td>\n",
       "      <td>0.207981</td>\n",
       "      <td>-0.188516</td>\n",
       "      <td>3.930818e-04</td>\n",
       "      <td>-0.067766</td>\n",
       "      <td>-0.122990</td>\n",
       "      <td>-0.053334</td>\n",
       "      <td>0.111707</td>\n",
       "      <td>0.231240</td>\n",
       "      <td>0.310027</td>\n",
       "      <td>0.413063</td>\n",
       "      <td>0.455499</td>\n",
       "      <td>-0.068132</td>\n",
       "      <td>-0.123334</td>\n",
       "      <td>-0.053706</td>\n",
       "      <td>0.111270</td>\n",
       "      <td>0.230756</td>\n",
       "      <td>0.309512</td>\n",
       "      <td>0.412508</td>\n",
       "      <td>0.454927</td>\n",
       "      <td>-0.059239</td>\n",
       "      <td>0.015481</td>\n",
       "      <td>0.192518</td>\n",
       "      <td>0.320740</td>\n",
       "      <td>0.405255</td>\n",
       "      <td>0.515781</td>\n",
       "      <td>0.561302</td>\n",
       "      <td>0.079424</td>\n",
       "      <td>0.267610</td>\n",
       "      <td>0.403906</td>\n",
       "      <td>0.493742</td>\n",
       "      <td>0.611228</td>\n",
       "      <td>0.659615</td>\n",
       "      <td>0.174339</td>\n",
       "      <td>0.300606</td>\n",
       "      <td>0.383832</td>\n",
       "      <td>0.492674</td>\n",
       "      <td>0.537500</td>\n",
       "      <td>0.107522</td>\n",
       "      <td>0.178392</td>\n",
       "      <td>0.271076</td>\n",
       "      <td>0.309247</td>\n",
       "      <td>0.063990</td>\n",
       "      <td>0.147675</td>\n",
       "      <td>0.182141</td>\n",
       "      <td>0.078652</td>\n",
       "      <td>0.111045</td>\n",
       "      <td>0.030031</td>\n",
       "      <td>-0.095522</td>\n",
       "      <td>0.390922</td>\n",
       "      <td>0.415906</td>\n",
       "      <td>-0.249742</td>\n",
       "      <td>-0.269192</td>\n",
       "      <td>-0.478727</td>\n",
       "      <td>-0.515727</td>\n",
       "      <td>-0.513354</td>\n",
       "      <td>-0.270852</td>\n",
       "      <td>0.064063</td>\n",
       "      <td>0.346535</td>\n",
       "      <td>0.846772</td>\n",
       "      <td>1.526986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.510441</td>\n",
       "      <td>0.496678</td>\n",
       "      <td>0.532912</td>\n",
       "      <td>0.375728</td>\n",
       "      <td>0.239168</td>\n",
       "      <td>0.648848</td>\n",
       "      <td>0.361400</td>\n",
       "      <td>1.769268</td>\n",
       "      <td>0.018036</td>\n",
       "      <td>0.169992</td>\n",
       "      <td>-0.151956</td>\n",
       "      <td>4.012466e-02</td>\n",
       "      <td>-0.006014</td>\n",
       "      <td>-0.077189</td>\n",
       "      <td>-0.017586</td>\n",
       "      <td>0.156436</td>\n",
       "      <td>0.286468</td>\n",
       "      <td>0.369621</td>\n",
       "      <td>0.478469</td>\n",
       "      <td>0.525263</td>\n",
       "      <td>-0.044359</td>\n",
       "      <td>-0.112788</td>\n",
       "      <td>-0.055484</td>\n",
       "      <td>0.111824</td>\n",
       "      <td>0.236841</td>\n",
       "      <td>0.316785</td>\n",
       "      <td>0.421434</td>\n",
       "      <td>0.466424</td>\n",
       "      <td>-0.071606</td>\n",
       "      <td>-0.011642</td>\n",
       "      <td>0.163432</td>\n",
       "      <td>0.294252</td>\n",
       "      <td>0.377907</td>\n",
       "      <td>0.487413</td>\n",
       "      <td>0.534492</td>\n",
       "      <td>0.064589</td>\n",
       "      <td>0.253166</td>\n",
       "      <td>0.394076</td>\n",
       "      <td>0.484184</td>\n",
       "      <td>0.602136</td>\n",
       "      <td>0.652845</td>\n",
       "      <td>0.177136</td>\n",
       "      <td>0.309497</td>\n",
       "      <td>0.394138</td>\n",
       "      <td>0.504934</td>\n",
       "      <td>0.552566</td>\n",
       "      <td>0.112443</td>\n",
       "      <td>0.184347</td>\n",
       "      <td>0.278470</td>\n",
       "      <td>0.318935</td>\n",
       "      <td>0.064636</td>\n",
       "      <td>0.149246</td>\n",
       "      <td>0.185621</td>\n",
       "      <td>0.079473</td>\n",
       "      <td>0.113639</td>\n",
       "      <td>0.031651</td>\n",
       "      <td>-0.051759</td>\n",
       "      <td>0.457924</td>\n",
       "      <td>0.483646</td>\n",
       "      <td>-0.211827</td>\n",
       "      <td>0.777578</td>\n",
       "      <td>0.460520</td>\n",
       "      <td>0.278423</td>\n",
       "      <td>0.269183</td>\n",
       "      <td>0.902430</td>\n",
       "      <td>1.804640</td>\n",
       "      <td>2.550457</td>\n",
       "      <td>3.883010</td>\n",
       "      <td>5.703853</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.401868</td>\n",
       "      <td>0.453178</td>\n",
       "      <td>0.509182</td>\n",
       "      <td>0.445242</td>\n",
       "      <td>0.344340</td>\n",
       "      <td>0.647045</td>\n",
       "      <td>0.289117</td>\n",
       "      <td>1.781847</td>\n",
       "      <td>-0.003233</td>\n",
       "      <td>0.135347</td>\n",
       "      <td>-0.138579</td>\n",
       "      <td>-1.011280e-02</td>\n",
       "      <td>-0.034015</td>\n",
       "      <td>-0.115149</td>\n",
       "      <td>-0.070719</td>\n",
       "      <td>0.094068</td>\n",
       "      <td>0.221512</td>\n",
       "      <td>0.301536</td>\n",
       "      <td>0.405894</td>\n",
       "      <td>0.452502</td>\n",
       "      <td>-0.024146</td>\n",
       "      <td>-0.106109</td>\n",
       "      <td>-0.061225</td>\n",
       "      <td>0.105245</td>\n",
       "      <td>0.233991</td>\n",
       "      <td>0.314833</td>\n",
       "      <td>0.420257</td>\n",
       "      <td>0.467341</td>\n",
       "      <td>-0.083991</td>\n",
       "      <td>-0.037997</td>\n",
       "      <td>0.132592</td>\n",
       "      <td>0.264524</td>\n",
       "      <td>0.347366</td>\n",
       "      <td>0.455399</td>\n",
       "      <td>0.503648</td>\n",
       "      <td>0.050212</td>\n",
       "      <td>0.236443</td>\n",
       "      <td>0.380472</td>\n",
       "      <td>0.470910</td>\n",
       "      <td>0.588848</td>\n",
       "      <td>0.641522</td>\n",
       "      <td>0.177327</td>\n",
       "      <td>0.314470</td>\n",
       "      <td>0.400584</td>\n",
       "      <td>0.512884</td>\n",
       "      <td>0.563039</td>\n",
       "      <td>0.116487</td>\n",
       "      <td>0.189630</td>\n",
       "      <td>0.285016</td>\n",
       "      <td>0.327617</td>\n",
       "      <td>0.065512</td>\n",
       "      <td>0.150946</td>\n",
       "      <td>0.189102</td>\n",
       "      <td>0.080181</td>\n",
       "      <td>0.115991</td>\n",
       "      <td>0.033152</td>\n",
       "      <td>-0.096671</td>\n",
       "      <td>0.388681</td>\n",
       "      <td>0.412741</td>\n",
       "      <td>-0.247629</td>\n",
       "      <td>0.036682</td>\n",
       "      <td>-0.053451</td>\n",
       "      <td>-0.180402</td>\n",
       "      <td>-0.218235</td>\n",
       "      <td>0.160297</td>\n",
       "      <td>0.724002</td>\n",
       "      <td>1.178324</td>\n",
       "      <td>2.001118</td>\n",
       "      <td>3.129226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>0.386100</td>\n",
       "      <td>0.446355</td>\n",
       "      <td>0.505424</td>\n",
       "      <td>0.409091</td>\n",
       "      <td>0.410020</td>\n",
       "      <td>0.407232</td>\n",
       "      <td>0.292779</td>\n",
       "      <td>1.809774</td>\n",
       "      <td>-0.023050</td>\n",
       "      <td>0.103668</td>\n",
       "      <td>-0.126717</td>\n",
       "      <td>-1.290070e-02</td>\n",
       "      <td>-0.024227</td>\n",
       "      <td>-0.120209</td>\n",
       "      <td>-0.082995</td>\n",
       "      <td>0.078013</td>\n",
       "      <td>0.207096</td>\n",
       "      <td>0.287513</td>\n",
       "      <td>0.391629</td>\n",
       "      <td>0.439693</td>\n",
       "      <td>-0.011474</td>\n",
       "      <td>-0.108711</td>\n",
       "      <td>-0.071010</td>\n",
       "      <td>0.092102</td>\n",
       "      <td>0.222872</td>\n",
       "      <td>0.304340</td>\n",
       "      <td>0.409816</td>\n",
       "      <td>0.458509</td>\n",
       "      <td>-0.098365</td>\n",
       "      <td>-0.060227</td>\n",
       "      <td>0.104778</td>\n",
       "      <td>0.237066</td>\n",
       "      <td>0.319480</td>\n",
       "      <td>0.426181</td>\n",
       "      <td>0.475439</td>\n",
       "      <td>0.042299</td>\n",
       "      <td>0.225306</td>\n",
       "      <td>0.372026</td>\n",
       "      <td>0.463430</td>\n",
       "      <td>0.581772</td>\n",
       "      <td>0.636404</td>\n",
       "      <td>0.175580</td>\n",
       "      <td>0.316346</td>\n",
       "      <td>0.404041</td>\n",
       "      <td>0.517581</td>\n",
       "      <td>0.569995</td>\n",
       "      <td>0.119741</td>\n",
       "      <td>0.194339</td>\n",
       "      <td>0.290920</td>\n",
       "      <td>0.335506</td>\n",
       "      <td>0.066620</td>\n",
       "      <td>0.152874</td>\n",
       "      <td>0.192692</td>\n",
       "      <td>0.080866</td>\n",
       "      <td>0.118197</td>\n",
       "      <td>0.034538</td>\n",
       "      <td>-0.104305</td>\n",
       "      <td>0.376733</td>\n",
       "      <td>0.400160</td>\n",
       "      <td>-0.252497</td>\n",
       "      <td>-0.461902</td>\n",
       "      <td>-0.526768</td>\n",
       "      <td>-0.602625</td>\n",
       "      <td>-0.629155</td>\n",
       "      <td>-0.458262</td>\n",
       "      <td>-0.192655</td>\n",
       "      <td>0.019562</td>\n",
       "      <td>0.405088</td>\n",
       "      <td>0.936690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.323529</td>\n",
       "      <td>0.430044</td>\n",
       "      <td>0.442598</td>\n",
       "      <td>0.383598</td>\n",
       "      <td>0.545973</td>\n",
       "      <td>0.058848</td>\n",
       "      <td>0.187589</td>\n",
       "      <td>1.063309</td>\n",
       "      <td>-0.000642</td>\n",
       "      <td>-0.000514</td>\n",
       "      <td>-0.000128</td>\n",
       "      <td>-1.865197e-02</td>\n",
       "      <td>-0.019068</td>\n",
       "      <td>-0.019859</td>\n",
       "      <td>-0.003545</td>\n",
       "      <td>-0.022869</td>\n",
       "      <td>-0.082964</td>\n",
       "      <td>-0.130766</td>\n",
       "      <td>-0.156978</td>\n",
       "      <td>-0.157824</td>\n",
       "      <td>-0.000424</td>\n",
       "      <td>-0.001230</td>\n",
       "      <td>0.015394</td>\n",
       "      <td>-0.004298</td>\n",
       "      <td>-0.065535</td>\n",
       "      <td>-0.114245</td>\n",
       "      <td>-0.140955</td>\n",
       "      <td>-0.141818</td>\n",
       "      <td>-0.000806</td>\n",
       "      <td>0.015825</td>\n",
       "      <td>-0.003876</td>\n",
       "      <td>-0.065139</td>\n",
       "      <td>-0.113869</td>\n",
       "      <td>-0.140591</td>\n",
       "      <td>-0.141454</td>\n",
       "      <td>0.016645</td>\n",
       "      <td>-0.003072</td>\n",
       "      <td>-0.064384</td>\n",
       "      <td>-0.113154</td>\n",
       "      <td>-0.139897</td>\n",
       "      <td>-0.140761</td>\n",
       "      <td>-0.019393</td>\n",
       "      <td>-0.079702</td>\n",
       "      <td>-0.127674</td>\n",
       "      <td>-0.153979</td>\n",
       "      <td>-0.154828</td>\n",
       "      <td>-0.061501</td>\n",
       "      <td>-0.110422</td>\n",
       "      <td>-0.137247</td>\n",
       "      <td>-0.138114</td>\n",
       "      <td>-0.052126</td>\n",
       "      <td>-0.080710</td>\n",
       "      <td>-0.081633</td>\n",
       "      <td>-0.030155</td>\n",
       "      <td>-0.031129</td>\n",
       "      <td>-0.001004</td>\n",
       "      <td>-0.174502</td>\n",
       "      <td>-0.182593</td>\n",
       "      <td>-0.055075</td>\n",
       "      <td>-0.248672</td>\n",
       "      <td>0.591560</td>\n",
       "      <td>0.565482</td>\n",
       "      <td>0.610455</td>\n",
       "      <td>0.668902</td>\n",
       "      <td>0.494068</td>\n",
       "      <td>0.254821</td>\n",
       "      <td>0.043321</td>\n",
       "      <td>-0.432559</td>\n",
       "      <td>-0.557245</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.351036</td>\n",
       "      <td>0.439801</td>\n",
       "      <td>0.446743</td>\n",
       "      <td>0.303888</td>\n",
       "      <td>0.424635</td>\n",
       "      <td>0.062393</td>\n",
       "      <td>0.248340</td>\n",
       "      <td>1.064386</td>\n",
       "      <td>-0.006416</td>\n",
       "      <td>-0.001694</td>\n",
       "      <td>-0.004722</td>\n",
       "      <td>-1.192504e-02</td>\n",
       "      <td>-0.017430</td>\n",
       "      <td>-0.016254</td>\n",
       "      <td>-0.002151</td>\n",
       "      <td>-0.017403</td>\n",
       "      <td>-0.079180</td>\n",
       "      <td>-0.127182</td>\n",
       "      <td>-0.154688</td>\n",
       "      <td>-0.155631</td>\n",
       "      <td>-0.005571</td>\n",
       "      <td>-0.004382</td>\n",
       "      <td>0.009892</td>\n",
       "      <td>-0.005544</td>\n",
       "      <td>-0.068067</td>\n",
       "      <td>-0.116648</td>\n",
       "      <td>-0.144486</td>\n",
       "      <td>-0.145440</td>\n",
       "      <td>0.001196</td>\n",
       "      <td>0.015550</td>\n",
       "      <td>0.000027</td>\n",
       "      <td>-0.062846</td>\n",
       "      <td>-0.111699</td>\n",
       "      <td>-0.139693</td>\n",
       "      <td>-0.140653</td>\n",
       "      <td>0.014337</td>\n",
       "      <td>-0.001168</td>\n",
       "      <td>-0.063966</td>\n",
       "      <td>-0.112760</td>\n",
       "      <td>-0.140721</td>\n",
       "      <td>-0.141679</td>\n",
       "      <td>-0.015286</td>\n",
       "      <td>-0.077196</td>\n",
       "      <td>-0.125300</td>\n",
       "      <td>-0.152866</td>\n",
       "      <td>-0.153811</td>\n",
       "      <td>-0.062871</td>\n",
       "      <td>-0.111723</td>\n",
       "      <td>-0.139716</td>\n",
       "      <td>-0.140676</td>\n",
       "      <td>-0.052129</td>\n",
       "      <td>-0.082001</td>\n",
       "      <td>-0.083024</td>\n",
       "      <td>-0.031515</td>\n",
       "      <td>-0.032595</td>\n",
       "      <td>-0.001115</td>\n",
       "      <td>-0.172533</td>\n",
       "      <td>-0.180231</td>\n",
       "      <td>-0.053037</td>\n",
       "      <td>-0.247564</td>\n",
       "      <td>-0.041211</td>\n",
       "      <td>-0.026735</td>\n",
       "      <td>-0.011566</td>\n",
       "      <td>0.023359</td>\n",
       "      <td>-0.070344</td>\n",
       "      <td>-0.224553</td>\n",
       "      <td>-0.353642</td>\n",
       "      <td>-0.648808</td>\n",
       "      <td>-0.725162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.381229</td>\n",
       "      <td>0.450070</td>\n",
       "      <td>0.451003</td>\n",
       "      <td>0.220152</td>\n",
       "      <td>0.302546</td>\n",
       "      <td>0.055364</td>\n",
       "      <td>0.303723</td>\n",
       "      <td>1.063661</td>\n",
       "      <td>-0.010069</td>\n",
       "      <td>-0.003369</td>\n",
       "      <td>-0.006700</td>\n",
       "      <td>-5.985464e-03</td>\n",
       "      <td>-0.014188</td>\n",
       "      <td>-0.012938</td>\n",
       "      <td>-0.002146</td>\n",
       "      <td>-0.012358</td>\n",
       "      <td>-0.075381</td>\n",
       "      <td>-0.123698</td>\n",
       "      <td>-0.152489</td>\n",
       "      <td>-0.153443</td>\n",
       "      <td>-0.008252</td>\n",
       "      <td>-0.006995</td>\n",
       "      <td>0.003863</td>\n",
       "      <td>-0.006411</td>\n",
       "      <td>-0.069814</td>\n",
       "      <td>-0.118421</td>\n",
       "      <td>-0.147385</td>\n",
       "      <td>-0.148346</td>\n",
       "      <td>0.001267</td>\n",
       "      <td>0.012215</td>\n",
       "      <td>0.001857</td>\n",
       "      <td>-0.062074</td>\n",
       "      <td>-0.111086</td>\n",
       "      <td>-0.140291</td>\n",
       "      <td>-0.141259</td>\n",
       "      <td>0.010934</td>\n",
       "      <td>0.000588</td>\n",
       "      <td>-0.063262</td>\n",
       "      <td>-0.112211</td>\n",
       "      <td>-0.141379</td>\n",
       "      <td>-0.142346</td>\n",
       "      <td>-0.010234</td>\n",
       "      <td>-0.073393</td>\n",
       "      <td>-0.121813</td>\n",
       "      <td>-0.150666</td>\n",
       "      <td>-0.151623</td>\n",
       "      <td>-0.063812</td>\n",
       "      <td>-0.112733</td>\n",
       "      <td>-0.141884</td>\n",
       "      <td>-0.142851</td>\n",
       "      <td>-0.052255</td>\n",
       "      <td>-0.083394</td>\n",
       "      <td>-0.084426</td>\n",
       "      <td>-0.032855</td>\n",
       "      <td>-0.033944</td>\n",
       "      <td>-0.001126</td>\n",
       "      <td>-0.170571</td>\n",
       "      <td>-0.177874</td>\n",
       "      <td>-0.051008</td>\n",
       "      <td>-0.246461</td>\n",
       "      <td>-0.322489</td>\n",
       "      <td>-0.306406</td>\n",
       "      <td>-0.328651</td>\n",
       "      <td>-0.283680</td>\n",
       "      <td>-0.358359</td>\n",
       "      <td>-0.470666</td>\n",
       "      <td>-0.556150</td>\n",
       "      <td>-0.760238</td>\n",
       "      <td>-0.812494</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.311635</td>\n",
       "      <td>0.416734</td>\n",
       "      <td>0.436960</td>\n",
       "      <td>0.231884</td>\n",
       "      <td>0.251975</td>\n",
       "      <td>0.191703</td>\n",
       "      <td>0.198994</td>\n",
       "      <td>1.064597</td>\n",
       "      <td>-0.016007</td>\n",
       "      <td>-0.005897</td>\n",
       "      <td>-0.010111</td>\n",
       "      <td>-9.454233e-03</td>\n",
       "      <td>-0.021231</td>\n",
       "      <td>-0.019646</td>\n",
       "      <td>-0.012661</td>\n",
       "      <td>-0.019035</td>\n",
       "      <td>-0.081365</td>\n",
       "      <td>-0.129664</td>\n",
       "      <td>-0.159378</td>\n",
       "      <td>-0.160259</td>\n",
       "      <td>-0.011890</td>\n",
       "      <td>-0.010289</td>\n",
       "      <td>-0.003238</td>\n",
       "      <td>-0.009672</td>\n",
       "      <td>-0.072597</td>\n",
       "      <td>-0.121357</td>\n",
       "      <td>-0.151355</td>\n",
       "      <td>-0.152244</td>\n",
       "      <td>0.001620</td>\n",
       "      <td>0.008756</td>\n",
       "      <td>0.002244</td>\n",
       "      <td>-0.061438</td>\n",
       "      <td>-0.110785</td>\n",
       "      <td>-0.141143</td>\n",
       "      <td>-0.142043</td>\n",
       "      <td>0.007124</td>\n",
       "      <td>0.000623</td>\n",
       "      <td>-0.062956</td>\n",
       "      <td>-0.112223</td>\n",
       "      <td>-0.142533</td>\n",
       "      <td>-0.143431</td>\n",
       "      <td>-0.006455</td>\n",
       "      <td>-0.069585</td>\n",
       "      <td>-0.118503</td>\n",
       "      <td>-0.148598</td>\n",
       "      <td>-0.149490</td>\n",
       "      <td>-0.063539</td>\n",
       "      <td>-0.112776</td>\n",
       "      <td>-0.143066</td>\n",
       "      <td>-0.143964</td>\n",
       "      <td>-0.052577</td>\n",
       "      <td>-0.084923</td>\n",
       "      <td>-0.085882</td>\n",
       "      <td>-0.034141</td>\n",
       "      <td>-0.035153</td>\n",
       "      <td>-0.001048</td>\n",
       "      <td>-0.177437</td>\n",
       "      <td>-0.184254</td>\n",
       "      <td>-0.059075</td>\n",
       "      <td>-0.253408</td>\n",
       "      <td>-0.305213</td>\n",
       "      <td>-0.323630</td>\n",
       "      <td>-0.347928</td>\n",
       "      <td>-0.311645</td>\n",
       "      <td>-0.355125</td>\n",
       "      <td>-0.488799</td>\n",
       "      <td>-0.568980</td>\n",
       "      <td>-0.769188</td>\n",
       "      <td>-0.819322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.653353</td>\n",
       "      <td>0.572262</td>\n",
       "      <td>0.508778</td>\n",
       "      <td>0.436594</td>\n",
       "      <td>0.296210</td>\n",
       "      <td>0.717363</td>\n",
       "      <td>0.820725</td>\n",
       "      <td>1.063341</td>\n",
       "      <td>-0.006118</td>\n",
       "      <td>-0.005941</td>\n",
       "      <td>-0.000177</td>\n",
       "      <td>2.701544e-02</td>\n",
       "      <td>0.016321</td>\n",
       "      <td>0.018530</td>\n",
       "      <td>0.022861</td>\n",
       "      <td>0.020333</td>\n",
       "      <td>-0.043784</td>\n",
       "      <td>-0.094149</td>\n",
       "      <td>-0.126241</td>\n",
       "      <td>-0.127079</td>\n",
       "      <td>-0.010413</td>\n",
       "      <td>-0.008262</td>\n",
       "      <td>-0.004045</td>\n",
       "      <td>-0.006507</td>\n",
       "      <td>-0.068937</td>\n",
       "      <td>-0.117978</td>\n",
       "      <td>-0.149225</td>\n",
       "      <td>-0.150041</td>\n",
       "      <td>0.002173</td>\n",
       "      <td>0.006435</td>\n",
       "      <td>0.003947</td>\n",
       "      <td>-0.059139</td>\n",
       "      <td>-0.108696</td>\n",
       "      <td>-0.140273</td>\n",
       "      <td>-0.141097</td>\n",
       "      <td>0.004253</td>\n",
       "      <td>0.001770</td>\n",
       "      <td>-0.061180</td>\n",
       "      <td>-0.110629</td>\n",
       "      <td>-0.142137</td>\n",
       "      <td>-0.142959</td>\n",
       "      <td>-0.002472</td>\n",
       "      <td>-0.065155</td>\n",
       "      <td>-0.114396</td>\n",
       "      <td>-0.145770</td>\n",
       "      <td>-0.146589</td>\n",
       "      <td>-0.062839</td>\n",
       "      <td>-0.112201</td>\n",
       "      <td>-0.143653</td>\n",
       "      <td>-0.144474</td>\n",
       "      <td>-0.052672</td>\n",
       "      <td>-0.086233</td>\n",
       "      <td>-0.087109</td>\n",
       "      <td>-0.035427</td>\n",
       "      <td>-0.036352</td>\n",
       "      <td>-0.000959</td>\n",
       "      <td>-0.145129</td>\n",
       "      <td>-0.151773</td>\n",
       "      <td>-0.022347</td>\n",
       "      <td>-0.224806</td>\n",
       "      <td>1.002242</td>\n",
       "      <td>1.413335</td>\n",
       "      <td>1.455400</td>\n",
       "      <td>1.603653</td>\n",
       "      <td>1.554002</td>\n",
       "      <td>1.040708</td>\n",
       "      <td>0.739008</td>\n",
       "      <td>-0.068129</td>\n",
       "      <td>-0.269833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.745868</td>\n",
       "      <td>0.636823</td>\n",
       "      <td>0.545728</td>\n",
       "      <td>0.648870</td>\n",
       "      <td>0.439116</td>\n",
       "      <td>1.068379</td>\n",
       "      <td>1.083970</td>\n",
       "      <td>1.073786</td>\n",
       "      <td>0.010474</td>\n",
       "      <td>-0.002658</td>\n",
       "      <td>0.013132</td>\n",
       "      <td>3.857567e-02</td>\n",
       "      <td>0.037797</td>\n",
       "      <td>0.040971</td>\n",
       "      <td>0.042945</td>\n",
       "      <td>0.044128</td>\n",
       "      <td>-0.020286</td>\n",
       "      <td>-0.071848</td>\n",
       "      <td>-0.105895</td>\n",
       "      <td>-0.106726</td>\n",
       "      <td>-0.000749</td>\n",
       "      <td>0.002307</td>\n",
       "      <td>0.004207</td>\n",
       "      <td>0.005347</td>\n",
       "      <td>-0.056676</td>\n",
       "      <td>-0.106322</td>\n",
       "      <td>-0.139105</td>\n",
       "      <td>-0.139905</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.004960</td>\n",
       "      <td>0.006101</td>\n",
       "      <td>-0.055968</td>\n",
       "      <td>-0.105652</td>\n",
       "      <td>-0.138459</td>\n",
       "      <td>-0.139259</td>\n",
       "      <td>0.001896</td>\n",
       "      <td>0.003033</td>\n",
       "      <td>-0.058846</td>\n",
       "      <td>-0.108378</td>\n",
       "      <td>-0.141086</td>\n",
       "      <td>-0.141884</td>\n",
       "      <td>0.001135</td>\n",
       "      <td>-0.060627</td>\n",
       "      <td>-0.110066</td>\n",
       "      <td>-0.142712</td>\n",
       "      <td>-0.143508</td>\n",
       "      <td>-0.061692</td>\n",
       "      <td>-0.111075</td>\n",
       "      <td>-0.143683</td>\n",
       "      <td>-0.144479</td>\n",
       "      <td>-0.052629</td>\n",
       "      <td>-0.087382</td>\n",
       "      <td>-0.088229</td>\n",
       "      <td>-0.036683</td>\n",
       "      <td>-0.037578</td>\n",
       "      <td>-0.000929</td>\n",
       "      <td>-0.125389</td>\n",
       "      <td>-0.131743</td>\n",
       "      <td>-0.000017</td>\n",
       "      <td>-0.207624</td>\n",
       "      <td>0.821339</td>\n",
       "      <td>1.308240</td>\n",
       "      <td>1.448267</td>\n",
       "      <td>1.645903</td>\n",
       "      <td>1.683684</td>\n",
       "      <td>1.172940</td>\n",
       "      <td>0.869226</td>\n",
       "      <td>0.005297</td>\n",
       "      <td>-0.211727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.668066</td>\n",
       "      <td>0.600847</td>\n",
       "      <td>0.530584</td>\n",
       "      <td>0.879902</td>\n",
       "      <td>0.655122</td>\n",
       "      <td>1.329461</td>\n",
       "      <td>0.907515</td>\n",
       "      <td>1.077844</td>\n",
       "      <td>0.020163</td>\n",
       "      <td>0.001906</td>\n",
       "      <td>0.018257</td>\n",
       "      <td>2.057959e-02</td>\n",
       "      <td>0.026816</td>\n",
       "      <td>0.031430</td>\n",
       "      <td>0.031396</td>\n",
       "      <td>0.036127</td>\n",
       "      <td>-0.026644</td>\n",
       "      <td>-0.077908</td>\n",
       "      <td>-0.112930</td>\n",
       "      <td>-0.113688</td>\n",
       "      <td>0.006111</td>\n",
       "      <td>0.010632</td>\n",
       "      <td>0.010599</td>\n",
       "      <td>0.015234</td>\n",
       "      <td>-0.046271</td>\n",
       "      <td>-0.096502</td>\n",
       "      <td>-0.130818</td>\n",
       "      <td>-0.131560</td>\n",
       "      <td>0.004493</td>\n",
       "      <td>0.004460</td>\n",
       "      <td>0.009067</td>\n",
       "      <td>-0.052064</td>\n",
       "      <td>-0.101989</td>\n",
       "      <td>-0.136097</td>\n",
       "      <td>-0.136835</td>\n",
       "      <td>-0.000033</td>\n",
       "      <td>0.004554</td>\n",
       "      <td>-0.056304</td>\n",
       "      <td>-0.106006</td>\n",
       "      <td>-0.139961</td>\n",
       "      <td>-0.140696</td>\n",
       "      <td>0.004587</td>\n",
       "      <td>-0.056273</td>\n",
       "      <td>-0.105977</td>\n",
       "      <td>-0.139933</td>\n",
       "      <td>-0.140668</td>\n",
       "      <td>-0.060582</td>\n",
       "      <td>-0.110059</td>\n",
       "      <td>-0.143860</td>\n",
       "      <td>-0.144591</td>\n",
       "      <td>-0.052668</td>\n",
       "      <td>-0.088648</td>\n",
       "      <td>-0.089427</td>\n",
       "      <td>-0.037981</td>\n",
       "      <td>-0.038803</td>\n",
       "      <td>-0.000854</td>\n",
       "      <td>-0.132398</td>\n",
       "      <td>-0.138259</td>\n",
       "      <td>-0.008270</td>\n",
       "      <td>-0.214688</td>\n",
       "      <td>-0.043263</td>\n",
       "      <td>0.276797</td>\n",
       "      <td>0.345801</td>\n",
       "      <td>0.456872</td>\n",
       "      <td>0.508979</td>\n",
       "      <td>0.227375</td>\n",
       "      <td>0.062943</td>\n",
       "      <td>-0.429966</td>\n",
       "      <td>-0.553414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.647794</td>\n",
       "      <td>0.591731</td>\n",
       "      <td>0.526770</td>\n",
       "      <td>0.845378</td>\n",
       "      <td>0.791384</td>\n",
       "      <td>0.953367</td>\n",
       "      <td>0.868779</td>\n",
       "      <td>1.069357</td>\n",
       "      <td>0.026727</td>\n",
       "      <td>0.006870</td>\n",
       "      <td>0.019857</td>\n",
       "      <td>9.995835e-03</td>\n",
       "      <td>0.022377</td>\n",
       "      <td>0.027024</td>\n",
       "      <td>0.027030</td>\n",
       "      <td>0.033875</td>\n",
       "      <td>-0.026939</td>\n",
       "      <td>-0.078154</td>\n",
       "      <td>-0.114429</td>\n",
       "      <td>-0.115143</td>\n",
       "      <td>0.012259</td>\n",
       "      <td>0.016860</td>\n",
       "      <td>0.016866</td>\n",
       "      <td>0.023642</td>\n",
       "      <td>-0.036569</td>\n",
       "      <td>-0.087277</td>\n",
       "      <td>-0.123194</td>\n",
       "      <td>-0.123901</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.004551</td>\n",
       "      <td>0.011246</td>\n",
       "      <td>-0.048236</td>\n",
       "      <td>-0.098330</td>\n",
       "      <td>-0.133812</td>\n",
       "      <td>-0.134511</td>\n",
       "      <td>0.000006</td>\n",
       "      <td>0.006670</td>\n",
       "      <td>-0.052543</td>\n",
       "      <td>-0.102410</td>\n",
       "      <td>-0.137732</td>\n",
       "      <td>-0.138427</td>\n",
       "      <td>0.006664</td>\n",
       "      <td>-0.052549</td>\n",
       "      <td>-0.102416</td>\n",
       "      <td>-0.137737</td>\n",
       "      <td>-0.138432</td>\n",
       "      <td>-0.058821</td>\n",
       "      <td>-0.108358</td>\n",
       "      <td>-0.143445</td>\n",
       "      <td>-0.144136</td>\n",
       "      <td>-0.052633</td>\n",
       "      <td>-0.089913</td>\n",
       "      <td>-0.090647</td>\n",
       "      <td>-0.039351</td>\n",
       "      <td>-0.040126</td>\n",
       "      <td>-0.000806</td>\n",
       "      <td>-0.134018</td>\n",
       "      <td>-0.139420</td>\n",
       "      <td>-0.010359</td>\n",
       "      <td>-0.216879</td>\n",
       "      <td>-0.118387</td>\n",
       "      <td>0.251064</td>\n",
       "      <td>0.362653</td>\n",
       "      <td>0.470393</td>\n",
       "      <td>0.554237</td>\n",
       "      <td>0.268391</td>\n",
       "      <td>0.099189</td>\n",
       "      <td>-0.413035</td>\n",
       "      <td>-0.540260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>0.660168</td>\n",
       "      <td>0.598378</td>\n",
       "      <td>0.530293</td>\n",
       "      <td>0.798319</td>\n",
       "      <td>0.841200</td>\n",
       "      <td>0.712558</td>\n",
       "      <td>0.863986</td>\n",
       "      <td>1.068561</td>\n",
       "      <td>0.032363</td>\n",
       "      <td>0.011969</td>\n",
       "      <td>0.020394</td>\n",
       "      <td>1.648805e-03</td>\n",
       "      <td>0.023158</td>\n",
       "      <td>0.025523</td>\n",
       "      <td>0.027740</td>\n",
       "      <td>0.036207</td>\n",
       "      <td>-0.022884</td>\n",
       "      <td>-0.074433</td>\n",
       "      <td>-0.112346</td>\n",
       "      <td>-0.113049</td>\n",
       "      <td>0.021474</td>\n",
       "      <td>0.023834</td>\n",
       "      <td>0.026048</td>\n",
       "      <td>0.034501</td>\n",
       "      <td>-0.024492</td>\n",
       "      <td>-0.075956</td>\n",
       "      <td>-0.113807</td>\n",
       "      <td>-0.114509</td>\n",
       "      <td>0.002311</td>\n",
       "      <td>0.004478</td>\n",
       "      <td>0.012754</td>\n",
       "      <td>-0.045000</td>\n",
       "      <td>-0.095382</td>\n",
       "      <td>-0.132437</td>\n",
       "      <td>-0.133124</td>\n",
       "      <td>0.002162</td>\n",
       "      <td>0.010419</td>\n",
       "      <td>-0.047202</td>\n",
       "      <td>-0.097468</td>\n",
       "      <td>-0.134437</td>\n",
       "      <td>-0.135122</td>\n",
       "      <td>0.008239</td>\n",
       "      <td>-0.049257</td>\n",
       "      <td>-0.099415</td>\n",
       "      <td>-0.136305</td>\n",
       "      <td>-0.136988</td>\n",
       "      <td>-0.057026</td>\n",
       "      <td>-0.106774</td>\n",
       "      <td>-0.143363</td>\n",
       "      <td>-0.144040</td>\n",
       "      <td>-0.052756</td>\n",
       "      <td>-0.091557</td>\n",
       "      <td>-0.092276</td>\n",
       "      <td>-0.040962</td>\n",
       "      <td>-0.041721</td>\n",
       "      <td>-0.000791</td>\n",
       "      <td>-0.132154</td>\n",
       "      <td>-0.137136</td>\n",
       "      <td>-0.008471</td>\n",
       "      <td>-0.215885</td>\n",
       "      <td>-0.444585</td>\n",
       "      <td>-0.175929</td>\n",
       "      <td>-0.102725</td>\n",
       "      <td>-0.025016</td>\n",
       "      <td>0.029062</td>\n",
       "      <td>-0.143016</td>\n",
       "      <td>-0.261997</td>\n",
       "      <td>-0.612287</td>\n",
       "      <td>-0.696453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sh.603739</td>\n",
       "      <td>0.480387</td>\n",
       "      <td>0.518744</td>\n",
       "      <td>0.509634</td>\n",
       "      <td>0.505853</td>\n",
       "      <td>0.630677</td>\n",
       "      <td>0.256203</td>\n",
       "      <td>0.533264</td>\n",
       "      <td>1.084583</td>\n",
       "      <td>0.154842</td>\n",
       "      <td>0.117775</td>\n",
       "      <td>0.037067</td>\n",
       "      <td>-6.728198e-03</td>\n",
       "      <td>0.002109</td>\n",
       "      <td>0.003194</td>\n",
       "      <td>0.016276</td>\n",
       "      <td>0.012688</td>\n",
       "      <td>0.004376</td>\n",
       "      <td>-0.040014</td>\n",
       "      <td>-0.068628</td>\n",
       "      <td>-0.083414</td>\n",
       "      <td>0.008897</td>\n",
       "      <td>0.009990</td>\n",
       "      <td>0.023160</td>\n",
       "      <td>0.019548</td>\n",
       "      <td>0.011179</td>\n",
       "      <td>-0.033511</td>\n",
       "      <td>-0.062319</td>\n",
       "      <td>-0.077205</td>\n",
       "      <td>0.001083</td>\n",
       "      <td>0.014137</td>\n",
       "      <td>0.010557</td>\n",
       "      <td>0.002262</td>\n",
       "      <td>-0.042034</td>\n",
       "      <td>-0.070588</td>\n",
       "      <td>-0.085342</td>\n",
       "      <td>0.013039</td>\n",
       "      <td>0.009463</td>\n",
       "      <td>0.001178</td>\n",
       "      <td>-0.043071</td>\n",
       "      <td>-0.071593</td>\n",
       "      <td>-0.086332</td>\n",
       "      <td>-0.003530</td>\n",
       "      <td>-0.011709</td>\n",
       "      <td>-0.055388</td>\n",
       "      <td>-0.083544</td>\n",
       "      <td>-0.098093</td>\n",
       "      <td>-0.008208</td>\n",
       "      <td>-0.052042</td>\n",
       "      <td>-0.080297</td>\n",
       "      <td>-0.094898</td>\n",
       "      <td>-0.044196</td>\n",
       "      <td>-0.072685</td>\n",
       "      <td>-0.087407</td>\n",
       "      <td>-0.029806</td>\n",
       "      <td>-0.045209</td>\n",
       "      <td>-0.015875</td>\n",
       "      <td>-0.220194</td>\n",
       "      <td>-0.118457</td>\n",
       "      <td>-0.136472</td>\n",
       "      <td>0.022814</td>\n",
       "      <td>-0.213216</td>\n",
       "      <td>-0.127461</td>\n",
       "      <td>-0.286298</td>\n",
       "      <td>-0.308431</td>\n",
       "      <td>-0.396046</td>\n",
       "      <td>-0.334902</td>\n",
       "      <td>-0.398443</td>\n",
       "      <td>-0.663143</td>\n",
       "      <td>-0.676634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sh.603739</td>\n",
       "      <td>0.448223</td>\n",
       "      <td>0.504444</td>\n",
       "      <td>0.503901</td>\n",
       "      <td>0.324327</td>\n",
       "      <td>0.496457</td>\n",
       "      <td>-0.019933</td>\n",
       "      <td>0.509381</td>\n",
       "      <td>1.079757</td>\n",
       "      <td>0.134804</td>\n",
       "      <td>0.121181</td>\n",
       "      <td>0.013623</td>\n",
       "      <td>-8.810573e-03</td>\n",
       "      <td>-0.003207</td>\n",
       "      <td>-0.000746</td>\n",
       "      <td>0.012496</td>\n",
       "      <td>0.009162</td>\n",
       "      <td>0.001721</td>\n",
       "      <td>-0.041765</td>\n",
       "      <td>-0.072076</td>\n",
       "      <td>-0.085840</td>\n",
       "      <td>0.005653</td>\n",
       "      <td>0.008136</td>\n",
       "      <td>0.021496</td>\n",
       "      <td>0.018133</td>\n",
       "      <td>0.010626</td>\n",
       "      <td>-0.033247</td>\n",
       "      <td>-0.063827</td>\n",
       "      <td>-0.077714</td>\n",
       "      <td>0.002469</td>\n",
       "      <td>0.015754</td>\n",
       "      <td>0.012409</td>\n",
       "      <td>0.004945</td>\n",
       "      <td>-0.038681</td>\n",
       "      <td>-0.069090</td>\n",
       "      <td>-0.082898</td>\n",
       "      <td>0.013252</td>\n",
       "      <td>0.009916</td>\n",
       "      <td>0.002470</td>\n",
       "      <td>-0.041049</td>\n",
       "      <td>-0.071382</td>\n",
       "      <td>-0.085157</td>\n",
       "      <td>-0.003292</td>\n",
       "      <td>-0.010641</td>\n",
       "      <td>-0.053591</td>\n",
       "      <td>-0.083527</td>\n",
       "      <td>-0.097122</td>\n",
       "      <td>-0.007373</td>\n",
       "      <td>-0.050465</td>\n",
       "      <td>-0.080500</td>\n",
       "      <td>-0.094140</td>\n",
       "      <td>-0.043411</td>\n",
       "      <td>-0.073670</td>\n",
       "      <td>-0.087411</td>\n",
       "      <td>-0.031632</td>\n",
       "      <td>-0.045996</td>\n",
       "      <td>-0.014834</td>\n",
       "      <td>-0.221771</td>\n",
       "      <td>-0.120588</td>\n",
       "      <td>-0.138482</td>\n",
       "      <td>0.017344</td>\n",
       "      <td>-0.240423</td>\n",
       "      <td>-0.194308</td>\n",
       "      <td>-0.328844</td>\n",
       "      <td>-0.354336</td>\n",
       "      <td>-0.437882</td>\n",
       "      <td>-0.386335</td>\n",
       "      <td>-0.441070</td>\n",
       "      <td>-0.688736</td>\n",
       "      <td>-0.699656</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sh.603739</td>\n",
       "      <td>0.528692</td>\n",
       "      <td>0.534209</td>\n",
       "      <td>0.515973</td>\n",
       "      <td>0.238095</td>\n",
       "      <td>0.356092</td>\n",
       "      <td>0.002102</td>\n",
       "      <td>0.613030</td>\n",
       "      <td>1.078617</td>\n",
       "      <td>0.131130</td>\n",
       "      <td>0.123171</td>\n",
       "      <td>0.007959</td>\n",
       "      <td>-1.727116e-03</td>\n",
       "      <td>0.002034</td>\n",
       "      <td>0.007742</td>\n",
       "      <td>0.018819</td>\n",
       "      <td>0.016223</td>\n",
       "      <td>0.009775</td>\n",
       "      <td>-0.033001</td>\n",
       "      <td>-0.065432</td>\n",
       "      <td>-0.078252</td>\n",
       "      <td>0.003767</td>\n",
       "      <td>0.009485</td>\n",
       "      <td>0.020582</td>\n",
       "      <td>0.017981</td>\n",
       "      <td>0.011522</td>\n",
       "      <td>-0.031328</td>\n",
       "      <td>-0.063815</td>\n",
       "      <td>-0.076658</td>\n",
       "      <td>0.005697</td>\n",
       "      <td>0.016751</td>\n",
       "      <td>0.014161</td>\n",
       "      <td>0.007726</td>\n",
       "      <td>-0.034964</td>\n",
       "      <td>-0.067329</td>\n",
       "      <td>-0.080123</td>\n",
       "      <td>0.010992</td>\n",
       "      <td>0.008416</td>\n",
       "      <td>0.002018</td>\n",
       "      <td>-0.040430</td>\n",
       "      <td>-0.072612</td>\n",
       "      <td>-0.085334</td>\n",
       "      <td>-0.002548</td>\n",
       "      <td>-0.008877</td>\n",
       "      <td>-0.050863</td>\n",
       "      <td>-0.082695</td>\n",
       "      <td>-0.095278</td>\n",
       "      <td>-0.006345</td>\n",
       "      <td>-0.048439</td>\n",
       "      <td>-0.080352</td>\n",
       "      <td>-0.092967</td>\n",
       "      <td>-0.042363</td>\n",
       "      <td>-0.074480</td>\n",
       "      <td>-0.087176</td>\n",
       "      <td>-0.033538</td>\n",
       "      <td>-0.046795</td>\n",
       "      <td>-0.013717</td>\n",
       "      <td>-0.214812</td>\n",
       "      <td>-0.113081</td>\n",
       "      <td>-0.131048</td>\n",
       "      <td>0.022955</td>\n",
       "      <td>-0.168176</td>\n",
       "      <td>-0.102943</td>\n",
       "      <td>-0.164706</td>\n",
       "      <td>-0.266714</td>\n",
       "      <td>-0.359348</td>\n",
       "      <td>-0.306900</td>\n",
       "      <td>-0.364738</td>\n",
       "      <td>-0.648156</td>\n",
       "      <td>-0.657921</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36429</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sh.000040</td>\n",
       "      <td>0.585498</td>\n",
       "      <td>0.524395</td>\n",
       "      <td>0.489965</td>\n",
       "      <td>0.897951</td>\n",
       "      <td>0.842600</td>\n",
       "      <td>1.008652</td>\n",
       "      <td>0.798329</td>\n",
       "      <td>1.035541</td>\n",
       "      <td>-7.349136</td>\n",
       "      <td>-15.707187</td>\n",
       "      <td>8.358050</td>\n",
       "      <td>3.178648e-03</td>\n",
       "      <td>0.009445</td>\n",
       "      <td>0.010242</td>\n",
       "      <td>-0.000661</td>\n",
       "      <td>-0.012345</td>\n",
       "      <td>-0.017394</td>\n",
       "      <td>-0.045580</td>\n",
       "      <td>-0.085578</td>\n",
       "      <td>-0.084137</td>\n",
       "      <td>0.006247</td>\n",
       "      <td>0.007041</td>\n",
       "      <td>-0.003827</td>\n",
       "      <td>-0.015474</td>\n",
       "      <td>-0.020507</td>\n",
       "      <td>-0.048604</td>\n",
       "      <td>-0.088476</td>\n",
       "      <td>-0.087039</td>\n",
       "      <td>0.000790</td>\n",
       "      <td>-0.010011</td>\n",
       "      <td>-0.021586</td>\n",
       "      <td>-0.026588</td>\n",
       "      <td>-0.054510</td>\n",
       "      <td>-0.094134</td>\n",
       "      <td>-0.092706</td>\n",
       "      <td>-0.010793</td>\n",
       "      <td>-0.022358</td>\n",
       "      <td>-0.027356</td>\n",
       "      <td>-0.055256</td>\n",
       "      <td>-0.094849</td>\n",
       "      <td>-0.093422</td>\n",
       "      <td>-0.011692</td>\n",
       "      <td>-0.016744</td>\n",
       "      <td>-0.044949</td>\n",
       "      <td>-0.084973</td>\n",
       "      <td>-0.083531</td>\n",
       "      <td>-0.005112</td>\n",
       "      <td>-0.033650</td>\n",
       "      <td>-0.074149</td>\n",
       "      <td>-0.072689</td>\n",
       "      <td>-0.028685</td>\n",
       "      <td>-0.069391</td>\n",
       "      <td>-0.067925</td>\n",
       "      <td>-0.041908</td>\n",
       "      <td>-0.040398</td>\n",
       "      <td>0.001576</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.318303</td>\n",
       "      <td>0.108696</td>\n",
       "      <td>-0.015119</td>\n",
       "      <td>-0.169639</td>\n",
       "      <td>-0.241990</td>\n",
       "      <td>-0.257253</td>\n",
       "      <td>-0.209057</td>\n",
       "      <td>-0.385024</td>\n",
       "      <td>-0.458016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36430</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sh.000040</td>\n",
       "      <td>0.430935</td>\n",
       "      <td>0.461795</td>\n",
       "      <td>0.463711</td>\n",
       "      <td>0.678283</td>\n",
       "      <td>0.810801</td>\n",
       "      <td>0.413248</td>\n",
       "      <td>0.445078</td>\n",
       "      <td>1.035587</td>\n",
       "      <td>-8.264662</td>\n",
       "      <td>-14.218682</td>\n",
       "      <td>5.954019</td>\n",
       "      <td>-8.696378e-03</td>\n",
       "      <td>-0.003247</td>\n",
       "      <td>-0.001901</td>\n",
       "      <td>-0.011726</td>\n",
       "      <td>-0.023356</td>\n",
       "      <td>-0.028503</td>\n",
       "      <td>-0.055948</td>\n",
       "      <td>-0.096330</td>\n",
       "      <td>-0.095173</td>\n",
       "      <td>0.005497</td>\n",
       "      <td>0.006855</td>\n",
       "      <td>-0.003056</td>\n",
       "      <td>-0.014788</td>\n",
       "      <td>-0.019981</td>\n",
       "      <td>-0.047666</td>\n",
       "      <td>-0.088402</td>\n",
       "      <td>-0.087235</td>\n",
       "      <td>0.001351</td>\n",
       "      <td>-0.008506</td>\n",
       "      <td>-0.020174</td>\n",
       "      <td>-0.025338</td>\n",
       "      <td>-0.052872</td>\n",
       "      <td>-0.093386</td>\n",
       "      <td>-0.092225</td>\n",
       "      <td>-0.009844</td>\n",
       "      <td>-0.021496</td>\n",
       "      <td>-0.026653</td>\n",
       "      <td>-0.054150</td>\n",
       "      <td>-0.094609</td>\n",
       "      <td>-0.093450</td>\n",
       "      <td>-0.011768</td>\n",
       "      <td>-0.016976</td>\n",
       "      <td>-0.044746</td>\n",
       "      <td>-0.085608</td>\n",
       "      <td>-0.084437</td>\n",
       "      <td>-0.005270</td>\n",
       "      <td>-0.033371</td>\n",
       "      <td>-0.074719</td>\n",
       "      <td>-0.073534</td>\n",
       "      <td>-0.028250</td>\n",
       "      <td>-0.069817</td>\n",
       "      <td>-0.068626</td>\n",
       "      <td>-0.042775</td>\n",
       "      <td>-0.041550</td>\n",
       "      <td>0.001280</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.124003</td>\n",
       "      <td>0.032149</td>\n",
       "      <td>-0.073751</td>\n",
       "      <td>-0.242209</td>\n",
       "      <td>-0.295656</td>\n",
       "      <td>-0.327212</td>\n",
       "      <td>-0.285022</td>\n",
       "      <td>-0.443424</td>\n",
       "      <td>-0.510909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36431</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sh.000040</td>\n",
       "      <td>0.293110</td>\n",
       "      <td>0.386989</td>\n",
       "      <td>0.428174</td>\n",
       "      <td>0.401695</td>\n",
       "      <td>0.659310</td>\n",
       "      <td>-0.113534</td>\n",
       "      <td>0.007295</td>\n",
       "      <td>1.039324</td>\n",
       "      <td>-13.133456</td>\n",
       "      <td>-14.001637</td>\n",
       "      <td>0.868181</td>\n",
       "      <td>-2.307455e-02</td>\n",
       "      <td>-0.019595</td>\n",
       "      <td>-0.019398</td>\n",
       "      <td>-0.027922</td>\n",
       "      <td>-0.039551</td>\n",
       "      <td>-0.045381</td>\n",
       "      <td>-0.071936</td>\n",
       "      <td>-0.112572</td>\n",
       "      <td>-0.111686</td>\n",
       "      <td>0.003562</td>\n",
       "      <td>0.003763</td>\n",
       "      <td>-0.004962</td>\n",
       "      <td>-0.016866</td>\n",
       "      <td>-0.022834</td>\n",
       "      <td>-0.050015</td>\n",
       "      <td>-0.091611</td>\n",
       "      <td>-0.090705</td>\n",
       "      <td>0.000201</td>\n",
       "      <td>-0.008493</td>\n",
       "      <td>-0.020355</td>\n",
       "      <td>-0.026302</td>\n",
       "      <td>-0.053387</td>\n",
       "      <td>-0.094835</td>\n",
       "      <td>-0.093932</td>\n",
       "      <td>-0.008692</td>\n",
       "      <td>-0.020552</td>\n",
       "      <td>-0.026497</td>\n",
       "      <td>-0.053577</td>\n",
       "      <td>-0.095017</td>\n",
       "      <td>-0.094114</td>\n",
       "      <td>-0.011964</td>\n",
       "      <td>-0.017961</td>\n",
       "      <td>-0.045278</td>\n",
       "      <td>-0.087082</td>\n",
       "      <td>-0.086171</td>\n",
       "      <td>-0.006070</td>\n",
       "      <td>-0.033718</td>\n",
       "      <td>-0.076028</td>\n",
       "      <td>-0.075106</td>\n",
       "      <td>-0.027816</td>\n",
       "      <td>-0.070384</td>\n",
       "      <td>-0.069457</td>\n",
       "      <td>-0.043786</td>\n",
       "      <td>-0.042832</td>\n",
       "      <td>0.000998</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-0.045893</td>\n",
       "      <td>-0.085446</td>\n",
       "      <td>-0.172984</td>\n",
       "      <td>-0.326756</td>\n",
       "      <td>-0.362548</td>\n",
       "      <td>-0.410620</td>\n",
       "      <td>-0.371740</td>\n",
       "      <td>-0.511101</td>\n",
       "      <td>-0.571229</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36432</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.440860</td>\n",
       "      <td>0.461552</td>\n",
       "      <td>0.482490</td>\n",
       "      <td>0.238470</td>\n",
       "      <td>0.277923</td>\n",
       "      <td>0.159563</td>\n",
       "      <td>0.335347</td>\n",
       "      <td>1.124685</td>\n",
       "      <td>-0.175032</td>\n",
       "      <td>-0.121581</td>\n",
       "      <td>-0.053451</td>\n",
       "      <td>-9.802960e-05</td>\n",
       "      <td>-0.006928</td>\n",
       "      <td>-0.021538</td>\n",
       "      <td>-0.021099</td>\n",
       "      <td>-0.025593</td>\n",
       "      <td>-0.005696</td>\n",
       "      <td>-0.030274</td>\n",
       "      <td>-0.083786</td>\n",
       "      <td>-0.003784</td>\n",
       "      <td>-0.006830</td>\n",
       "      <td>-0.021442</td>\n",
       "      <td>-0.021003</td>\n",
       "      <td>-0.025498</td>\n",
       "      <td>-0.005598</td>\n",
       "      <td>-0.030179</td>\n",
       "      <td>-0.083696</td>\n",
       "      <td>-0.003686</td>\n",
       "      <td>-0.014712</td>\n",
       "      <td>-0.014271</td>\n",
       "      <td>-0.018796</td>\n",
       "      <td>0.001241</td>\n",
       "      <td>-0.023510</td>\n",
       "      <td>-0.077394</td>\n",
       "      <td>0.003166</td>\n",
       "      <td>0.000448</td>\n",
       "      <td>-0.004145</td>\n",
       "      <td>0.016191</td>\n",
       "      <td>-0.008928</td>\n",
       "      <td>-0.063618</td>\n",
       "      <td>0.018145</td>\n",
       "      <td>-0.004591</td>\n",
       "      <td>0.015736</td>\n",
       "      <td>-0.009373</td>\n",
       "      <td>-0.064038</td>\n",
       "      <td>0.017689</td>\n",
       "      <td>0.020420</td>\n",
       "      <td>-0.004804</td>\n",
       "      <td>-0.059721</td>\n",
       "      <td>0.022383</td>\n",
       "      <td>-0.024720</td>\n",
       "      <td>-0.078538</td>\n",
       "      <td>0.001923</td>\n",
       "      <td>-0.055182</td>\n",
       "      <td>0.027318</td>\n",
       "      <td>0.087318</td>\n",
       "      <td>0.072883</td>\n",
       "      <td>-0.052386</td>\n",
       "      <td>-0.018447</td>\n",
       "      <td>29.259501</td>\n",
       "      <td>-0.144870</td>\n",
       "      <td>-0.295368</td>\n",
       "      <td>-0.494282</td>\n",
       "      <td>-0.615378</td>\n",
       "      <td>-0.674094</td>\n",
       "      <td>-0.620737</td>\n",
       "      <td>-0.601298</td>\n",
       "      <td>-0.738075</td>\n",
       "      <td>-0.800154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36433</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.374392</td>\n",
       "      <td>0.437835</td>\n",
       "      <td>0.472687</td>\n",
       "      <td>0.184486</td>\n",
       "      <td>0.221806</td>\n",
       "      <td>0.109847</td>\n",
       "      <td>0.265798</td>\n",
       "      <td>1.125002</td>\n",
       "      <td>-0.194227</td>\n",
       "      <td>-0.136110</td>\n",
       "      <td>-0.058116</td>\n",
       "      <td>-5.227856e-03</td>\n",
       "      <td>-0.016725</td>\n",
       "      <td>-0.028977</td>\n",
       "      <td>-0.031439</td>\n",
       "      <td>-0.036638</td>\n",
       "      <td>-0.017164</td>\n",
       "      <td>-0.039587</td>\n",
       "      <td>-0.093677</td>\n",
       "      <td>-0.016414</td>\n",
       "      <td>-0.011557</td>\n",
       "      <td>-0.023874</td>\n",
       "      <td>-0.026349</td>\n",
       "      <td>-0.031575</td>\n",
       "      <td>-0.011999</td>\n",
       "      <td>-0.034540</td>\n",
       "      <td>-0.088914</td>\n",
       "      <td>-0.011245</td>\n",
       "      <td>-0.012460</td>\n",
       "      <td>-0.014964</td>\n",
       "      <td>-0.020252</td>\n",
       "      <td>-0.000447</td>\n",
       "      <td>-0.023251</td>\n",
       "      <td>-0.078261</td>\n",
       "      <td>0.000316</td>\n",
       "      <td>-0.002536</td>\n",
       "      <td>-0.007890</td>\n",
       "      <td>0.012165</td>\n",
       "      <td>-0.010927</td>\n",
       "      <td>-0.066631</td>\n",
       "      <td>0.012937</td>\n",
       "      <td>-0.005368</td>\n",
       "      <td>0.014738</td>\n",
       "      <td>-0.008413</td>\n",
       "      <td>-0.064259</td>\n",
       "      <td>0.015512</td>\n",
       "      <td>0.020214</td>\n",
       "      <td>-0.003062</td>\n",
       "      <td>-0.059209</td>\n",
       "      <td>0.020993</td>\n",
       "      <td>-0.022815</td>\n",
       "      <td>-0.077849</td>\n",
       "      <td>0.000763</td>\n",
       "      <td>-0.056319</td>\n",
       "      <td>0.024128</td>\n",
       "      <td>0.085249</td>\n",
       "      <td>0.058681</td>\n",
       "      <td>-0.064224</td>\n",
       "      <td>-0.030896</td>\n",
       "      <td>26.748343</td>\n",
       "      <td>-0.094520</td>\n",
       "      <td>-0.317767</td>\n",
       "      <td>-0.499191</td>\n",
       "      <td>-0.626386</td>\n",
       "      <td>-0.686650</td>\n",
       "      <td>-0.640272</td>\n",
       "      <td>-0.621172</td>\n",
       "      <td>-0.751619</td>\n",
       "      <td>-0.810976</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36434</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.289991</td>\n",
       "      <td>0.401619</td>\n",
       "      <td>0.457098</td>\n",
       "      <td>0.137221</td>\n",
       "      <td>0.186726</td>\n",
       "      <td>0.038212</td>\n",
       "      <td>0.152297</td>\n",
       "      <td>1.126586</td>\n",
       "      <td>-0.236567</td>\n",
       "      <td>-0.156202</td>\n",
       "      <td>-0.080366</td>\n",
       "      <td>-1.960784e-02</td>\n",
       "      <td>-0.033639</td>\n",
       "      <td>-0.043324</td>\n",
       "      <td>-0.048023</td>\n",
       "      <td>-0.054761</td>\n",
       "      <td>-0.035151</td>\n",
       "      <td>-0.055810</td>\n",
       "      <td>-0.109924</td>\n",
       "      <td>-0.035680</td>\n",
       "      <td>-0.014311</td>\n",
       "      <td>-0.024191</td>\n",
       "      <td>-0.028984</td>\n",
       "      <td>-0.035857</td>\n",
       "      <td>-0.015854</td>\n",
       "      <td>-0.036926</td>\n",
       "      <td>-0.092122</td>\n",
       "      <td>-0.016393</td>\n",
       "      <td>-0.010023</td>\n",
       "      <td>-0.014885</td>\n",
       "      <td>-0.021858</td>\n",
       "      <td>-0.001565</td>\n",
       "      <td>-0.022943</td>\n",
       "      <td>-0.078940</td>\n",
       "      <td>-0.002112</td>\n",
       "      <td>-0.004912</td>\n",
       "      <td>-0.011955</td>\n",
       "      <td>0.008543</td>\n",
       "      <td>-0.013051</td>\n",
       "      <td>-0.069615</td>\n",
       "      <td>0.007991</td>\n",
       "      <td>-0.007078</td>\n",
       "      <td>0.013521</td>\n",
       "      <td>-0.008179</td>\n",
       "      <td>-0.065023</td>\n",
       "      <td>0.012966</td>\n",
       "      <td>0.020746</td>\n",
       "      <td>-0.001109</td>\n",
       "      <td>-0.058358</td>\n",
       "      <td>0.020187</td>\n",
       "      <td>-0.021411</td>\n",
       "      <td>-0.077496</td>\n",
       "      <td>-0.000548</td>\n",
       "      <td>-0.057312</td>\n",
       "      <td>0.021320</td>\n",
       "      <td>0.083413</td>\n",
       "      <td>0.037330</td>\n",
       "      <td>-0.082378</td>\n",
       "      <td>-0.049887</td>\n",
       "      <td>24.431502</td>\n",
       "      <td>0.280247</td>\n",
       "      <td>-0.110485</td>\n",
       "      <td>-0.331740</td>\n",
       "      <td>-0.511069</td>\n",
       "      <td>-0.592716</td>\n",
       "      <td>-0.536192</td>\n",
       "      <td>-0.507393</td>\n",
       "      <td>-0.678992</td>\n",
       "      <td>-0.755575</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36435</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.319829</td>\n",
       "      <td>0.410249</td>\n",
       "      <td>0.460111</td>\n",
       "      <td>0.102077</td>\n",
       "      <td>0.141262</td>\n",
       "      <td>0.023709</td>\n",
       "      <td>0.197963</td>\n",
       "      <td>1.119019</td>\n",
       "      <td>-0.262258</td>\n",
       "      <td>-0.177413</td>\n",
       "      <td>-0.084845</td>\n",
       "      <td>-1.321673e-02</td>\n",
       "      <td>-0.028887</td>\n",
       "      <td>-0.036724</td>\n",
       "      <td>-0.045975</td>\n",
       "      <td>-0.052226</td>\n",
       "      <td>-0.032042</td>\n",
       "      <td>-0.051724</td>\n",
       "      <td>-0.106849</td>\n",
       "      <td>-0.033944</td>\n",
       "      <td>-0.015881</td>\n",
       "      <td>-0.023822</td>\n",
       "      <td>-0.033197</td>\n",
       "      <td>-0.039532</td>\n",
       "      <td>-0.019077</td>\n",
       "      <td>-0.039023</td>\n",
       "      <td>-0.094886</td>\n",
       "      <td>-0.021005</td>\n",
       "      <td>-0.008070</td>\n",
       "      <td>-0.017596</td>\n",
       "      <td>-0.024033</td>\n",
       "      <td>-0.003248</td>\n",
       "      <td>-0.023516</td>\n",
       "      <td>-0.080281</td>\n",
       "      <td>-0.005208</td>\n",
       "      <td>-0.009603</td>\n",
       "      <td>-0.016093</td>\n",
       "      <td>0.004861</td>\n",
       "      <td>-0.015572</td>\n",
       "      <td>-0.072798</td>\n",
       "      <td>0.002885</td>\n",
       "      <td>-0.006553</td>\n",
       "      <td>0.014604</td>\n",
       "      <td>-0.006026</td>\n",
       "      <td>-0.063808</td>\n",
       "      <td>0.012610</td>\n",
       "      <td>0.021296</td>\n",
       "      <td>0.000530</td>\n",
       "      <td>-0.057633</td>\n",
       "      <td>0.019289</td>\n",
       "      <td>-0.020333</td>\n",
       "      <td>-0.077283</td>\n",
       "      <td>-0.001966</td>\n",
       "      <td>-0.058132</td>\n",
       "      <td>0.018749</td>\n",
       "      <td>0.081626</td>\n",
       "      <td>0.038568</td>\n",
       "      <td>-0.080549</td>\n",
       "      <td>-0.048187</td>\n",
       "      <td>22.917247</td>\n",
       "      <td>-0.038014</td>\n",
       "      <td>-0.287124</td>\n",
       "      <td>-0.460848</td>\n",
       "      <td>-0.609893</td>\n",
       "      <td>-0.677251</td>\n",
       "      <td>-0.635195</td>\n",
       "      <td>-0.611106</td>\n",
       "      <td>-0.747772</td>\n",
       "      <td>-0.807831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36436</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.521091</td>\n",
       "      <td>0.478608</td>\n",
       "      <td>0.484966</td>\n",
       "      <td>0.216162</td>\n",
       "      <td>0.151820</td>\n",
       "      <td>0.344845</td>\n",
       "      <td>0.439778</td>\n",
       "      <td>1.089868</td>\n",
       "      <td>-0.239511</td>\n",
       "      <td>-0.189832</td>\n",
       "      <td>-0.049678</td>\n",
       "      <td>1.202903e-02</td>\n",
       "      <td>-0.003914</td>\n",
       "      <td>-0.009154</td>\n",
       "      <td>-0.023212</td>\n",
       "      <td>-0.029140</td>\n",
       "      <td>-0.007161</td>\n",
       "      <td>-0.026449</td>\n",
       "      <td>-0.083799</td>\n",
       "      <td>-0.010902</td>\n",
       "      <td>-0.015753</td>\n",
       "      <td>-0.020931</td>\n",
       "      <td>-0.034822</td>\n",
       "      <td>-0.040679</td>\n",
       "      <td>-0.018962</td>\n",
       "      <td>-0.038020</td>\n",
       "      <td>-0.094689</td>\n",
       "      <td>-0.022658</td>\n",
       "      <td>-0.005261</td>\n",
       "      <td>-0.019374</td>\n",
       "      <td>-0.025325</td>\n",
       "      <td>-0.003260</td>\n",
       "      <td>-0.022623</td>\n",
       "      <td>-0.080199</td>\n",
       "      <td>-0.007015</td>\n",
       "      <td>-0.014188</td>\n",
       "      <td>-0.020170</td>\n",
       "      <td>0.002011</td>\n",
       "      <td>-0.017455</td>\n",
       "      <td>-0.075334</td>\n",
       "      <td>-0.001764</td>\n",
       "      <td>-0.006069</td>\n",
       "      <td>0.016432</td>\n",
       "      <td>-0.003314</td>\n",
       "      <td>-0.062027</td>\n",
       "      <td>0.012603</td>\n",
       "      <td>0.022638</td>\n",
       "      <td>0.002772</td>\n",
       "      <td>-0.056299</td>\n",
       "      <td>0.018785</td>\n",
       "      <td>-0.019427</td>\n",
       "      <td>-0.077190</td>\n",
       "      <td>-0.003767</td>\n",
       "      <td>-0.058908</td>\n",
       "      <td>0.015969</td>\n",
       "      <td>0.079564</td>\n",
       "      <td>0.062694</td>\n",
       "      <td>-0.058434</td>\n",
       "      <td>-0.025494</td>\n",
       "      <td>22.044933</td>\n",
       "      <td>0.228843</td>\n",
       "      <td>-0.011710</td>\n",
       "      <td>-0.178076</td>\n",
       "      <td>-0.449008</td>\n",
       "      <td>-0.542833</td>\n",
       "      <td>-0.479366</td>\n",
       "      <td>-0.449015</td>\n",
       "      <td>-0.642364</td>\n",
       "      <td>-0.729082</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36437</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.537513</td>\n",
       "      <td>0.485119</td>\n",
       "      <td>0.487428</td>\n",
       "      <td>0.402383</td>\n",
       "      <td>0.240207</td>\n",
       "      <td>0.726734</td>\n",
       "      <td>0.504333</td>\n",
       "      <td>1.070253</td>\n",
       "      <td>-0.214971</td>\n",
       "      <td>-0.194860</td>\n",
       "      <td>-0.020111</td>\n",
       "      <td>1.441352e-02</td>\n",
       "      <td>0.000302</td>\n",
       "      <td>-0.002606</td>\n",
       "      <td>-0.021614</td>\n",
       "      <td>-0.026764</td>\n",
       "      <td>-0.004303</td>\n",
       "      <td>-0.022799</td>\n",
       "      <td>-0.080840</td>\n",
       "      <td>-0.009774</td>\n",
       "      <td>-0.013911</td>\n",
       "      <td>-0.016778</td>\n",
       "      <td>-0.035515</td>\n",
       "      <td>-0.040592</td>\n",
       "      <td>-0.018451</td>\n",
       "      <td>-0.036684</td>\n",
       "      <td>-0.093900</td>\n",
       "      <td>-0.023844</td>\n",
       "      <td>-0.002907</td>\n",
       "      <td>-0.021909</td>\n",
       "      <td>-0.027057</td>\n",
       "      <td>-0.004603</td>\n",
       "      <td>-0.023093</td>\n",
       "      <td>-0.081117</td>\n",
       "      <td>-0.010073</td>\n",
       "      <td>-0.019057</td>\n",
       "      <td>-0.024221</td>\n",
       "      <td>-0.001701</td>\n",
       "      <td>-0.020245</td>\n",
       "      <td>-0.078438</td>\n",
       "      <td>-0.007187</td>\n",
       "      <td>-0.005264</td>\n",
       "      <td>0.017693</td>\n",
       "      <td>-0.001211</td>\n",
       "      <td>-0.060535</td>\n",
       "      <td>0.012101</td>\n",
       "      <td>0.023079</td>\n",
       "      <td>0.004074</td>\n",
       "      <td>-0.055564</td>\n",
       "      <td>0.017457</td>\n",
       "      <td>-0.018576</td>\n",
       "      <td>-0.076868</td>\n",
       "      <td>-0.005495</td>\n",
       "      <td>-0.059396</td>\n",
       "      <td>0.013329</td>\n",
       "      <td>0.077316</td>\n",
       "      <td>0.063267</td>\n",
       "      <td>-0.057177</td>\n",
       "      <td>-0.024392</td>\n",
       "      <td>20.787787</td>\n",
       "      <td>-0.071305</td>\n",
       "      <td>-0.221765</td>\n",
       "      <td>-0.321619</td>\n",
       "      <td>-0.581343</td>\n",
       "      <td>-0.646290</td>\n",
       "      <td>-0.602137</td>\n",
       "      <td>-0.578332</td>\n",
       "      <td>-0.727455</td>\n",
       "      <td>-0.794282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36438</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.541288</td>\n",
       "      <td>0.486517</td>\n",
       "      <td>0.487939</td>\n",
       "      <td>0.579332</td>\n",
       "      <td>0.399292</td>\n",
       "      <td>0.939411</td>\n",
       "      <td>0.505085</td>\n",
       "      <td>1.069791</td>\n",
       "      <td>-0.192497</td>\n",
       "      <td>-0.194388</td>\n",
       "      <td>0.001890</td>\n",
       "      <td>1.239465e-02</td>\n",
       "      <td>0.004351</td>\n",
       "      <td>0.000747</td>\n",
       "      <td>-0.021438</td>\n",
       "      <td>-0.026160</td>\n",
       "      <td>-0.003340</td>\n",
       "      <td>-0.021067</td>\n",
       "      <td>-0.079824</td>\n",
       "      <td>-0.010572</td>\n",
       "      <td>-0.007945</td>\n",
       "      <td>-0.011505</td>\n",
       "      <td>-0.033418</td>\n",
       "      <td>-0.038083</td>\n",
       "      <td>-0.015542</td>\n",
       "      <td>-0.033052</td>\n",
       "      <td>-0.091090</td>\n",
       "      <td>-0.022686</td>\n",
       "      <td>-0.003589</td>\n",
       "      <td>-0.025677</td>\n",
       "      <td>-0.030379</td>\n",
       "      <td>-0.007657</td>\n",
       "      <td>-0.025308</td>\n",
       "      <td>-0.083811</td>\n",
       "      <td>-0.014859</td>\n",
       "      <td>-0.022168</td>\n",
       "      <td>-0.026887</td>\n",
       "      <td>-0.004084</td>\n",
       "      <td>-0.021797</td>\n",
       "      <td>-0.080511</td>\n",
       "      <td>-0.011311</td>\n",
       "      <td>-0.004826</td>\n",
       "      <td>0.018495</td>\n",
       "      <td>0.000379</td>\n",
       "      <td>-0.059666</td>\n",
       "      <td>0.011104</td>\n",
       "      <td>0.023434</td>\n",
       "      <td>0.005230</td>\n",
       "      <td>-0.055106</td>\n",
       "      <td>0.016007</td>\n",
       "      <td>-0.017787</td>\n",
       "      <td>-0.076741</td>\n",
       "      <td>-0.007257</td>\n",
       "      <td>-0.060022</td>\n",
       "      <td>0.010720</td>\n",
       "      <td>0.075259</td>\n",
       "      <td>0.061767</td>\n",
       "      <td>-0.057753</td>\n",
       "      <td>-0.025187</td>\n",
       "      <td>19.625205</td>\n",
       "      <td>-0.201990</td>\n",
       "      <td>-0.277411</td>\n",
       "      <td>-0.381312</td>\n",
       "      <td>-0.643230</td>\n",
       "      <td>-0.698633</td>\n",
       "      <td>-0.661317</td>\n",
       "      <td>-0.640837</td>\n",
       "      <td>-0.768237</td>\n",
       "      <td>-0.825759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36439</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.600050</td>\n",
       "      <td>0.508375</td>\n",
       "      <td>0.495805</td>\n",
       "      <td>0.671795</td>\n",
       "      <td>0.551170</td>\n",
       "      <td>0.913045</td>\n",
       "      <td>0.600937</td>\n",
       "      <td>1.069231</td>\n",
       "      <td>-0.160730</td>\n",
       "      <td>-0.187656</td>\n",
       "      <td>0.026926</td>\n",
       "      <td>1.210392e-02</td>\n",
       "      <td>0.011997</td>\n",
       "      <td>0.007322</td>\n",
       "      <td>-0.013638</td>\n",
       "      <td>-0.019058</td>\n",
       "      <td>0.004147</td>\n",
       "      <td>-0.012419</td>\n",
       "      <td>-0.072586</td>\n",
       "      <td>-0.004646</td>\n",
       "      <td>-0.000106</td>\n",
       "      <td>-0.004724</td>\n",
       "      <td>-0.025434</td>\n",
       "      <td>-0.030789</td>\n",
       "      <td>-0.007862</td>\n",
       "      <td>-0.024230</td>\n",
       "      <td>-0.083677</td>\n",
       "      <td>-0.016550</td>\n",
       "      <td>-0.004619</td>\n",
       "      <td>-0.025331</td>\n",
       "      <td>-0.030686</td>\n",
       "      <td>-0.007757</td>\n",
       "      <td>-0.024127</td>\n",
       "      <td>-0.083580</td>\n",
       "      <td>-0.016446</td>\n",
       "      <td>-0.020808</td>\n",
       "      <td>-0.026188</td>\n",
       "      <td>-0.003153</td>\n",
       "      <td>-0.019598</td>\n",
       "      <td>-0.079328</td>\n",
       "      <td>-0.011882</td>\n",
       "      <td>-0.005495</td>\n",
       "      <td>0.018030</td>\n",
       "      <td>0.001235</td>\n",
       "      <td>-0.059763</td>\n",
       "      <td>0.009116</td>\n",
       "      <td>0.023655</td>\n",
       "      <td>0.006767</td>\n",
       "      <td>-0.054568</td>\n",
       "      <td>0.014692</td>\n",
       "      <td>-0.016498</td>\n",
       "      <td>-0.076416</td>\n",
       "      <td>-0.008757</td>\n",
       "      <td>-0.060923</td>\n",
       "      <td>0.007871</td>\n",
       "      <td>0.073257</td>\n",
       "      <td>0.067493</td>\n",
       "      <td>-0.051926</td>\n",
       "      <td>-0.019357</td>\n",
       "      <td>18.707631</td>\n",
       "      <td>0.338528</td>\n",
       "      <td>0.328797</td>\n",
       "      <td>0.157844</td>\n",
       "      <td>-0.361126</td>\n",
       "      <td>-0.463213</td>\n",
       "      <td>-0.397977</td>\n",
       "      <td>-0.359019</td>\n",
       "      <td>-0.588347</td>\n",
       "      <td>-0.690500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36440</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>0.750755</td>\n",
       "      <td>0.584305</td>\n",
       "      <td>0.525709</td>\n",
       "      <td>0.788604</td>\n",
       "      <td>0.679910</td>\n",
       "      <td>1.005992</td>\n",
       "      <td>0.963235</td>\n",
       "      <td>1.076395</td>\n",
       "      <td>-0.086944</td>\n",
       "      <td>-0.167514</td>\n",
       "      <td>0.080569</td>\n",
       "      <td>2.798290e-02</td>\n",
       "      <td>0.038979</td>\n",
       "      <td>0.033876</td>\n",
       "      <td>0.015527</td>\n",
       "      <td>0.008352</td>\n",
       "      <td>0.032733</td>\n",
       "      <td>0.017260</td>\n",
       "      <td>-0.045662</td>\n",
       "      <td>0.022411</td>\n",
       "      <td>0.010696</td>\n",
       "      <td>0.005733</td>\n",
       "      <td>-0.012117</td>\n",
       "      <td>-0.019096</td>\n",
       "      <td>0.004621</td>\n",
       "      <td>-0.010431</td>\n",
       "      <td>-0.071641</td>\n",
       "      <td>-0.005420</td>\n",
       "      <td>-0.004911</td>\n",
       "      <td>-0.022572</td>\n",
       "      <td>-0.029477</td>\n",
       "      <td>-0.006012</td>\n",
       "      <td>-0.020904</td>\n",
       "      <td>-0.081466</td>\n",
       "      <td>-0.015946</td>\n",
       "      <td>-0.017748</td>\n",
       "      <td>-0.024688</td>\n",
       "      <td>-0.001106</td>\n",
       "      <td>-0.016072</td>\n",
       "      <td>-0.076932</td>\n",
       "      <td>-0.011090</td>\n",
       "      <td>-0.007065</td>\n",
       "      <td>0.016943</td>\n",
       "      <td>0.001707</td>\n",
       "      <td>-0.060254</td>\n",
       "      <td>0.006779</td>\n",
       "      <td>0.024179</td>\n",
       "      <td>0.008834</td>\n",
       "      <td>-0.053567</td>\n",
       "      <td>0.013942</td>\n",
       "      <td>-0.014982</td>\n",
       "      <td>-0.075910</td>\n",
       "      <td>-0.009995</td>\n",
       "      <td>-0.061855</td>\n",
       "      <td>0.005063</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.095870</td>\n",
       "      <td>-0.025964</td>\n",
       "      <td>0.007295</td>\n",
       "      <td>18.252903</td>\n",
       "      <td>0.757836</td>\n",
       "      <td>1.052599</td>\n",
       "      <td>0.867931</td>\n",
       "      <td>0.080248</td>\n",
       "      <td>-0.093134</td>\n",
       "      <td>0.009481</td>\n",
       "      <td>0.084749</td>\n",
       "      <td>-0.305189</td>\n",
       "      <td>-0.477301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36441</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.517984</td>\n",
       "      <td>0.486129</td>\n",
       "      <td>0.463710</td>\n",
       "      <td>0.548989</td>\n",
       "      <td>0.631060</td>\n",
       "      <td>0.384845</td>\n",
       "      <td>0.584857</td>\n",
       "      <td>1.057634</td>\n",
       "      <td>-0.074872</td>\n",
       "      <td>-0.116732</td>\n",
       "      <td>0.041859</td>\n",
       "      <td>-2.360009e-03</td>\n",
       "      <td>0.007164</td>\n",
       "      <td>0.002979</td>\n",
       "      <td>-0.003310</td>\n",
       "      <td>-0.041560</td>\n",
       "      <td>-0.083997</td>\n",
       "      <td>-0.122877</td>\n",
       "      <td>-0.131116</td>\n",
       "      <td>-0.150648</td>\n",
       "      <td>0.009547</td>\n",
       "      <td>0.005351</td>\n",
       "      <td>-0.000952</td>\n",
       "      <td>-0.039293</td>\n",
       "      <td>-0.081830</td>\n",
       "      <td>-0.120802</td>\n",
       "      <td>-0.129061</td>\n",
       "      <td>-0.148639</td>\n",
       "      <td>-0.004156</td>\n",
       "      <td>-0.010399</td>\n",
       "      <td>-0.048378</td>\n",
       "      <td>-0.090513</td>\n",
       "      <td>-0.129116</td>\n",
       "      <td>-0.137297</td>\n",
       "      <td>-0.156690</td>\n",
       "      <td>-0.006270</td>\n",
       "      <td>-0.044407</td>\n",
       "      <td>-0.086718</td>\n",
       "      <td>-0.125482</td>\n",
       "      <td>-0.133697</td>\n",
       "      <td>-0.153170</td>\n",
       "      <td>-0.038378</td>\n",
       "      <td>-0.080956</td>\n",
       "      <td>-0.119964</td>\n",
       "      <td>-0.128231</td>\n",
       "      <td>-0.147827</td>\n",
       "      <td>-0.044277</td>\n",
       "      <td>-0.084843</td>\n",
       "      <td>-0.093439</td>\n",
       "      <td>-0.113818</td>\n",
       "      <td>-0.042445</td>\n",
       "      <td>-0.051440</td>\n",
       "      <td>-0.072762</td>\n",
       "      <td>-0.009394</td>\n",
       "      <td>-0.031661</td>\n",
       "      <td>-0.022479</td>\n",
       "      <td>0.485084</td>\n",
       "      <td>0.001632</td>\n",
       "      <td>0.046156</td>\n",
       "      <td>1.306560</td>\n",
       "      <td>-0.222871</td>\n",
       "      <td>0.061597</td>\n",
       "      <td>-0.004652</td>\n",
       "      <td>-0.148636</td>\n",
       "      <td>-0.528173</td>\n",
       "      <td>-0.477872</td>\n",
       "      <td>-0.458325</td>\n",
       "      <td>-0.520948</td>\n",
       "      <td>-0.456871</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36442</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.360925</td>\n",
       "      <td>0.422047</td>\n",
       "      <td>0.441489</td>\n",
       "      <td>0.383981</td>\n",
       "      <td>0.524041</td>\n",
       "      <td>0.103861</td>\n",
       "      <td>0.245015</td>\n",
       "      <td>1.057406</td>\n",
       "      <td>-0.083234</td>\n",
       "      <td>-0.110032</td>\n",
       "      <td>0.026798</td>\n",
       "      <td>-2.064072e-02</td>\n",
       "      <td>-0.013330</td>\n",
       "      <td>-0.015034</td>\n",
       "      <td>-0.022871</td>\n",
       "      <td>-0.059079</td>\n",
       "      <td>-0.100601</td>\n",
       "      <td>-0.138687</td>\n",
       "      <td>-0.148055</td>\n",
       "      <td>-0.167383</td>\n",
       "      <td>0.007465</td>\n",
       "      <td>0.005725</td>\n",
       "      <td>-0.002278</td>\n",
       "      <td>-0.039248</td>\n",
       "      <td>-0.081646</td>\n",
       "      <td>-0.120534</td>\n",
       "      <td>-0.130099</td>\n",
       "      <td>-0.149835</td>\n",
       "      <td>-0.001727</td>\n",
       "      <td>-0.009670</td>\n",
       "      <td>-0.046367</td>\n",
       "      <td>-0.088450</td>\n",
       "      <td>-0.127051</td>\n",
       "      <td>-0.136545</td>\n",
       "      <td>-0.156134</td>\n",
       "      <td>-0.007957</td>\n",
       "      <td>-0.044717</td>\n",
       "      <td>-0.086874</td>\n",
       "      <td>-0.125541</td>\n",
       "      <td>-0.135051</td>\n",
       "      <td>-0.154675</td>\n",
       "      <td>-0.037055</td>\n",
       "      <td>-0.079549</td>\n",
       "      <td>-0.118526</td>\n",
       "      <td>-0.128114</td>\n",
       "      <td>-0.147894</td>\n",
       "      <td>-0.044130</td>\n",
       "      <td>-0.084607</td>\n",
       "      <td>-0.094563</td>\n",
       "      <td>-0.115105</td>\n",
       "      <td>-0.042346</td>\n",
       "      <td>-0.052761</td>\n",
       "      <td>-0.074252</td>\n",
       "      <td>-0.010876</td>\n",
       "      <td>-0.033317</td>\n",
       "      <td>-0.022687</td>\n",
       "      <td>1.683441</td>\n",
       "      <td>-0.246448</td>\n",
       "      <td>0.016359</td>\n",
       "      <td>-1.226200</td>\n",
       "      <td>-0.162557</td>\n",
       "      <td>0.158488</td>\n",
       "      <td>0.122153</td>\n",
       "      <td>-0.028983</td>\n",
       "      <td>-0.454987</td>\n",
       "      <td>-0.410918</td>\n",
       "      <td>-0.380810</td>\n",
       "      <td>-0.457513</td>\n",
       "      <td>-0.386376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36443</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.426788</td>\n",
       "      <td>0.447153</td>\n",
       "      <td>0.450171</td>\n",
       "      <td>0.309524</td>\n",
       "      <td>0.414164</td>\n",
       "      <td>0.100243</td>\n",
       "      <td>0.380431</td>\n",
       "      <td>1.050664</td>\n",
       "      <td>-0.084050</td>\n",
       "      <td>-0.104835</td>\n",
       "      <td>0.020786</td>\n",
       "      <td>-8.434256e-03</td>\n",
       "      <td>-0.006914</td>\n",
       "      <td>-0.007371</td>\n",
       "      <td>-0.016467</td>\n",
       "      <td>-0.049060</td>\n",
       "      <td>-0.092796</td>\n",
       "      <td>-0.131023</td>\n",
       "      <td>-0.141951</td>\n",
       "      <td>-0.161255</td>\n",
       "      <td>0.001533</td>\n",
       "      <td>0.001072</td>\n",
       "      <td>-0.008101</td>\n",
       "      <td>-0.040971</td>\n",
       "      <td>-0.085079</td>\n",
       "      <td>-0.123632</td>\n",
       "      <td>-0.134653</td>\n",
       "      <td>-0.154120</td>\n",
       "      <td>-0.000460</td>\n",
       "      <td>-0.009619</td>\n",
       "      <td>-0.042439</td>\n",
       "      <td>-0.086479</td>\n",
       "      <td>-0.124973</td>\n",
       "      <td>-0.135977</td>\n",
       "      <td>-0.155415</td>\n",
       "      <td>-0.009163</td>\n",
       "      <td>-0.041999</td>\n",
       "      <td>-0.086059</td>\n",
       "      <td>-0.124570</td>\n",
       "      <td>-0.135580</td>\n",
       "      <td>-0.155026</td>\n",
       "      <td>-0.033139</td>\n",
       "      <td>-0.077607</td>\n",
       "      <td>-0.116474</td>\n",
       "      <td>-0.127585</td>\n",
       "      <td>-0.147212</td>\n",
       "      <td>-0.045992</td>\n",
       "      <td>-0.086192</td>\n",
       "      <td>-0.097684</td>\n",
       "      <td>-0.117983</td>\n",
       "      <td>-0.042137</td>\n",
       "      <td>-0.054183</td>\n",
       "      <td>-0.075461</td>\n",
       "      <td>-0.012576</td>\n",
       "      <td>-0.034790</td>\n",
       "      <td>-0.022497</td>\n",
       "      <td>1.685331</td>\n",
       "      <td>-0.240785</td>\n",
       "      <td>0.023320</td>\n",
       "      <td>-1.228160</td>\n",
       "      <td>-0.432580</td>\n",
       "      <td>-0.377638</td>\n",
       "      <td>-0.385526</td>\n",
       "      <td>-0.469690</td>\n",
       "      <td>-0.704456</td>\n",
       "      <td>-0.684326</td>\n",
       "      <td>-0.664788</td>\n",
       "      <td>-0.707636</td>\n",
       "      <td>-0.671356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36444</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.360005</td>\n",
       "      <td>0.417478</td>\n",
       "      <td>0.439478</td>\n",
       "      <td>0.167549</td>\n",
       "      <td>0.287018</td>\n",
       "      <td>-0.071390</td>\n",
       "      <td>0.213781</td>\n",
       "      <td>1.051152</td>\n",
       "      <td>-0.090911</td>\n",
       "      <td>-0.102051</td>\n",
       "      <td>0.011140</td>\n",
       "      <td>-1.196953e-02</td>\n",
       "      <td>-0.016989</td>\n",
       "      <td>-0.014930</td>\n",
       "      <td>-0.026120</td>\n",
       "      <td>-0.052390</td>\n",
       "      <td>-0.099618</td>\n",
       "      <td>-0.137793</td>\n",
       "      <td>-0.149925</td>\n",
       "      <td>-0.168789</td>\n",
       "      <td>-0.005080</td>\n",
       "      <td>-0.002996</td>\n",
       "      <td>-0.014322</td>\n",
       "      <td>-0.040910</td>\n",
       "      <td>-0.088710</td>\n",
       "      <td>-0.127348</td>\n",
       "      <td>-0.139627</td>\n",
       "      <td>-0.158719</td>\n",
       "      <td>0.002094</td>\n",
       "      <td>-0.009289</td>\n",
       "      <td>-0.036013</td>\n",
       "      <td>-0.084057</td>\n",
       "      <td>-0.122892</td>\n",
       "      <td>-0.135234</td>\n",
       "      <td>-0.154424</td>\n",
       "      <td>-0.011359</td>\n",
       "      <td>-0.038028</td>\n",
       "      <td>-0.085971</td>\n",
       "      <td>-0.124725</td>\n",
       "      <td>-0.137041</td>\n",
       "      <td>-0.156191</td>\n",
       "      <td>-0.026975</td>\n",
       "      <td>-0.075469</td>\n",
       "      <td>-0.114668</td>\n",
       "      <td>-0.127126</td>\n",
       "      <td>-0.146495</td>\n",
       "      <td>-0.049839</td>\n",
       "      <td>-0.090124</td>\n",
       "      <td>-0.102928</td>\n",
       "      <td>-0.122834</td>\n",
       "      <td>-0.042399</td>\n",
       "      <td>-0.055874</td>\n",
       "      <td>-0.076824</td>\n",
       "      <td>-0.014072</td>\n",
       "      <td>-0.035950</td>\n",
       "      <td>-0.022190</td>\n",
       "      <td>1.643766</td>\n",
       "      <td>-0.247490</td>\n",
       "      <td>0.013618</td>\n",
       "      <td>-1.226392</td>\n",
       "      <td>-0.239567</td>\n",
       "      <td>-0.293295</td>\n",
       "      <td>-0.287447</td>\n",
       "      <td>-0.390371</td>\n",
       "      <td>-0.661459</td>\n",
       "      <td>-0.639287</td>\n",
       "      <td>-0.614855</td>\n",
       "      <td>-0.666192</td>\n",
       "      <td>-0.625473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36445</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.385641</td>\n",
       "      <td>0.426701</td>\n",
       "      <td>0.442548</td>\n",
       "      <td>0.156401</td>\n",
       "      <td>0.211158</td>\n",
       "      <td>0.046888</td>\n",
       "      <td>0.278031</td>\n",
       "      <td>1.048417</td>\n",
       "      <td>-0.093655</td>\n",
       "      <td>-0.100371</td>\n",
       "      <td>0.006717</td>\n",
       "      <td>-5.681818e-03</td>\n",
       "      <td>-0.014167</td>\n",
       "      <td>-0.011535</td>\n",
       "      <td>-0.023605</td>\n",
       "      <td>-0.043825</td>\n",
       "      <td>-0.095539</td>\n",
       "      <td>-0.134089</td>\n",
       "      <td>-0.147666</td>\n",
       "      <td>-0.166233</td>\n",
       "      <td>-0.008533</td>\n",
       "      <td>-0.005886</td>\n",
       "      <td>-0.018026</td>\n",
       "      <td>-0.038362</td>\n",
       "      <td>-0.090370</td>\n",
       "      <td>-0.129141</td>\n",
       "      <td>-0.142796</td>\n",
       "      <td>-0.161469</td>\n",
       "      <td>0.002670</td>\n",
       "      <td>-0.009574</td>\n",
       "      <td>-0.030085</td>\n",
       "      <td>-0.082541</td>\n",
       "      <td>-0.121646</td>\n",
       "      <td>-0.135418</td>\n",
       "      <td>-0.154252</td>\n",
       "      <td>-0.012211</td>\n",
       "      <td>-0.032668</td>\n",
       "      <td>-0.084984</td>\n",
       "      <td>-0.123985</td>\n",
       "      <td>-0.137720</td>\n",
       "      <td>-0.156504</td>\n",
       "      <td>-0.020709</td>\n",
       "      <td>-0.073672</td>\n",
       "      <td>-0.113155</td>\n",
       "      <td>-0.127060</td>\n",
       "      <td>-0.146076</td>\n",
       "      <td>-0.054083</td>\n",
       "      <td>-0.094401</td>\n",
       "      <td>-0.108600</td>\n",
       "      <td>-0.128018</td>\n",
       "      <td>-0.042623</td>\n",
       "      <td>-0.057634</td>\n",
       "      <td>-0.078162</td>\n",
       "      <td>-0.015679</td>\n",
       "      <td>-0.037122</td>\n",
       "      <td>-0.021784</td>\n",
       "      <td>1.634518</td>\n",
       "      <td>-0.245062</td>\n",
       "      <td>0.016220</td>\n",
       "      <td>-1.227369</td>\n",
       "      <td>-0.266591</td>\n",
       "      <td>-0.386042</td>\n",
       "      <td>-0.373803</td>\n",
       "      <td>-0.467158</td>\n",
       "      <td>-0.675556</td>\n",
       "      <td>-0.691331</td>\n",
       "      <td>-0.667945</td>\n",
       "      <td>-0.713405</td>\n",
       "      <td>-0.679005</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36446</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.514099</td>\n",
       "      <td>0.476441</td>\n",
       "      <td>0.459539</td>\n",
       "      <td>0.176207</td>\n",
       "      <td>0.166719</td>\n",
       "      <td>0.195182</td>\n",
       "      <td>0.541032</td>\n",
       "      <td>1.047498</td>\n",
       "      <td>-0.085962</td>\n",
       "      <td>-0.097490</td>\n",
       "      <td>0.011527</td>\n",
       "      <td>8.320561e-03</td>\n",
       "      <td>-0.001501</td>\n",
       "      <td>0.001398</td>\n",
       "      <td>-0.011678</td>\n",
       "      <td>-0.028201</td>\n",
       "      <td>-0.082577</td>\n",
       "      <td>-0.121544</td>\n",
       "      <td>-0.136943</td>\n",
       "      <td>-0.155492</td>\n",
       "      <td>-0.009741</td>\n",
       "      <td>-0.006865</td>\n",
       "      <td>-0.019833</td>\n",
       "      <td>-0.036221</td>\n",
       "      <td>-0.090147</td>\n",
       "      <td>-0.128793</td>\n",
       "      <td>-0.144065</td>\n",
       "      <td>-0.162461</td>\n",
       "      <td>0.002903</td>\n",
       "      <td>-0.010192</td>\n",
       "      <td>-0.026740</td>\n",
       "      <td>-0.081198</td>\n",
       "      <td>-0.120223</td>\n",
       "      <td>-0.135646</td>\n",
       "      <td>-0.154222</td>\n",
       "      <td>-0.013058</td>\n",
       "      <td>-0.029558</td>\n",
       "      <td>-0.083858</td>\n",
       "      <td>-0.122770</td>\n",
       "      <td>-0.138148</td>\n",
       "      <td>-0.156671</td>\n",
       "      <td>-0.016719</td>\n",
       "      <td>-0.071737</td>\n",
       "      <td>-0.111164</td>\n",
       "      <td>-0.126746</td>\n",
       "      <td>-0.145513</td>\n",
       "      <td>-0.055953</td>\n",
       "      <td>-0.096051</td>\n",
       "      <td>-0.111898</td>\n",
       "      <td>-0.130984</td>\n",
       "      <td>-0.042475</td>\n",
       "      <td>-0.059260</td>\n",
       "      <td>-0.079478</td>\n",
       "      <td>-0.017530</td>\n",
       "      <td>-0.038645</td>\n",
       "      <td>-0.021492</td>\n",
       "      <td>1.650995</td>\n",
       "      <td>-0.235217</td>\n",
       "      <td>0.028786</td>\n",
       "      <td>-1.230598</td>\n",
       "      <td>0.103980</td>\n",
       "      <td>-0.106445</td>\n",
       "      <td>-0.087569</td>\n",
       "      <td>-0.219473</td>\n",
       "      <td>-0.524534</td>\n",
       "      <td>-0.552580</td>\n",
       "      <td>-0.511469</td>\n",
       "      <td>-0.583671</td>\n",
       "      <td>-0.534253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36447</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.545220</td>\n",
       "      <td>0.489615</td>\n",
       "      <td>0.464187</td>\n",
       "      <td>0.294372</td>\n",
       "      <td>0.208993</td>\n",
       "      <td>0.465130</td>\n",
       "      <td>0.598969</td>\n",
       "      <td>1.047227</td>\n",
       "      <td>-0.076563</td>\n",
       "      <td>-0.093304</td>\n",
       "      <td>0.016741</td>\n",
       "      <td>8.733624e-03</td>\n",
       "      <td>0.001083</td>\n",
       "      <td>0.004920</td>\n",
       "      <td>-0.008584</td>\n",
       "      <td>-0.023124</td>\n",
       "      <td>-0.077658</td>\n",
       "      <td>-0.116459</td>\n",
       "      <td>-0.133707</td>\n",
       "      <td>-0.152071</td>\n",
       "      <td>-0.007584</td>\n",
       "      <td>-0.003781</td>\n",
       "      <td>-0.017167</td>\n",
       "      <td>-0.031582</td>\n",
       "      <td>-0.085644</td>\n",
       "      <td>-0.124109</td>\n",
       "      <td>-0.141207</td>\n",
       "      <td>-0.159412</td>\n",
       "      <td>0.003832</td>\n",
       "      <td>-0.009657</td>\n",
       "      <td>-0.024182</td>\n",
       "      <td>-0.078656</td>\n",
       "      <td>-0.117415</td>\n",
       "      <td>-0.134645</td>\n",
       "      <td>-0.152988</td>\n",
       "      <td>-0.013438</td>\n",
       "      <td>-0.027907</td>\n",
       "      <td>-0.082174</td>\n",
       "      <td>-0.120785</td>\n",
       "      <td>-0.137948</td>\n",
       "      <td>-0.156222</td>\n",
       "      <td>-0.014667</td>\n",
       "      <td>-0.069672</td>\n",
       "      <td>-0.108809</td>\n",
       "      <td>-0.126207</td>\n",
       "      <td>-0.144729</td>\n",
       "      <td>-0.055825</td>\n",
       "      <td>-0.095544</td>\n",
       "      <td>-0.113200</td>\n",
       "      <td>-0.131999</td>\n",
       "      <td>-0.042068</td>\n",
       "      <td>-0.060768</td>\n",
       "      <td>-0.080678</td>\n",
       "      <td>-0.019522</td>\n",
       "      <td>-0.040306</td>\n",
       "      <td>-0.021198</td>\n",
       "      <td>1.644341</td>\n",
       "      <td>-0.231999</td>\n",
       "      <td>0.032423</td>\n",
       "      <td>-1.231836</td>\n",
       "      <td>0.076796</td>\n",
       "      <td>-0.214367</td>\n",
       "      <td>-0.182141</td>\n",
       "      <td>-0.308532</td>\n",
       "      <td>-0.580252</td>\n",
       "      <td>-0.606821</td>\n",
       "      <td>-0.563146</td>\n",
       "      <td>-0.632857</td>\n",
       "      <td>-0.590181</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36448</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.545220</td>\n",
       "      <td>0.489615</td>\n",
       "      <td>0.464187</td>\n",
       "      <td>0.446392</td>\n",
       "      <td>0.305657</td>\n",
       "      <td>0.727863</td>\n",
       "      <td>0.578459</td>\n",
       "      <td>1.043120</td>\n",
       "      <td>-0.068326</td>\n",
       "      <td>-0.088309</td>\n",
       "      <td>0.019983</td>\n",
       "      <td>7.194245e-03</td>\n",
       "      <td>0.000833</td>\n",
       "      <td>0.004348</td>\n",
       "      <td>-0.008114</td>\n",
       "      <td>-0.022354</td>\n",
       "      <td>-0.076104</td>\n",
       "      <td>-0.114283</td>\n",
       "      <td>-0.133184</td>\n",
       "      <td>-0.151366</td>\n",
       "      <td>-0.006316</td>\n",
       "      <td>-0.002826</td>\n",
       "      <td>-0.015199</td>\n",
       "      <td>-0.029337</td>\n",
       "      <td>-0.082703</td>\n",
       "      <td>-0.120609</td>\n",
       "      <td>-0.139375</td>\n",
       "      <td>-0.157428</td>\n",
       "      <td>0.003512</td>\n",
       "      <td>-0.008940</td>\n",
       "      <td>-0.023168</td>\n",
       "      <td>-0.076873</td>\n",
       "      <td>-0.115020</td>\n",
       "      <td>-0.133905</td>\n",
       "      <td>-0.152073</td>\n",
       "      <td>-0.012408</td>\n",
       "      <td>-0.026586</td>\n",
       "      <td>-0.080103</td>\n",
       "      <td>-0.118117</td>\n",
       "      <td>-0.136936</td>\n",
       "      <td>-0.155040</td>\n",
       "      <td>-0.014356</td>\n",
       "      <td>-0.068546</td>\n",
       "      <td>-0.107037</td>\n",
       "      <td>-0.126093</td>\n",
       "      <td>-0.144424</td>\n",
       "      <td>-0.054979</td>\n",
       "      <td>-0.094031</td>\n",
       "      <td>-0.113364</td>\n",
       "      <td>-0.131962</td>\n",
       "      <td>-0.041324</td>\n",
       "      <td>-0.061782</td>\n",
       "      <td>-0.081462</td>\n",
       "      <td>-0.021340</td>\n",
       "      <td>-0.041868</td>\n",
       "      <td>-0.020976</td>\n",
       "      <td>1.629269</td>\n",
       "      <td>-0.231241</td>\n",
       "      <td>0.032750</td>\n",
       "      <td>-1.232329</td>\n",
       "      <td>0.442505</td>\n",
       "      <td>0.178037</td>\n",
       "      <td>0.298219</td>\n",
       "      <td>0.088753</td>\n",
       "      <td>-0.298263</td>\n",
       "      <td>-0.387540</td>\n",
       "      <td>-0.315552</td>\n",
       "      <td>-0.426817</td>\n",
       "      <td>-0.362012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36449</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.660148</td>\n",
       "      <td>0.540112</td>\n",
       "      <td>0.481973</td>\n",
       "      <td>0.569186</td>\n",
       "      <td>0.436650</td>\n",
       "      <td>0.834257</td>\n",
       "      <td>0.824141</td>\n",
       "      <td>1.044112</td>\n",
       "      <td>-0.052319</td>\n",
       "      <td>-0.081111</td>\n",
       "      <td>0.028792</td>\n",
       "      <td>1.322063e-02</td>\n",
       "      <td>0.011989</td>\n",
       "      <td>0.014519</td>\n",
       "      <td>0.005154</td>\n",
       "      <td>-0.011324</td>\n",
       "      <td>-0.063643</td>\n",
       "      <td>-0.101484</td>\n",
       "      <td>-0.122327</td>\n",
       "      <td>-0.140667</td>\n",
       "      <td>-0.001216</td>\n",
       "      <td>0.001281</td>\n",
       "      <td>-0.007962</td>\n",
       "      <td>-0.024224</td>\n",
       "      <td>-0.075861</td>\n",
       "      <td>-0.113207</td>\n",
       "      <td>-0.133779</td>\n",
       "      <td>-0.151880</td>\n",
       "      <td>0.002500</td>\n",
       "      <td>-0.006754</td>\n",
       "      <td>-0.023037</td>\n",
       "      <td>-0.074736</td>\n",
       "      <td>-0.112128</td>\n",
       "      <td>-0.132725</td>\n",
       "      <td>-0.150847</td>\n",
       "      <td>-0.009231</td>\n",
       "      <td>-0.025473</td>\n",
       "      <td>-0.077043</td>\n",
       "      <td>-0.114342</td>\n",
       "      <td>-0.134888</td>\n",
       "      <td>-0.152965</td>\n",
       "      <td>-0.016393</td>\n",
       "      <td>-0.068444</td>\n",
       "      <td>-0.106091</td>\n",
       "      <td>-0.126828</td>\n",
       "      <td>-0.145073</td>\n",
       "      <td>-0.052918</td>\n",
       "      <td>-0.091192</td>\n",
       "      <td>-0.112275</td>\n",
       "      <td>-0.130824</td>\n",
       "      <td>-0.040413</td>\n",
       "      <td>-0.062673</td>\n",
       "      <td>-0.082259</td>\n",
       "      <td>-0.023198</td>\n",
       "      <td>-0.043609</td>\n",
       "      <td>-0.020896</td>\n",
       "      <td>1.645153</td>\n",
       "      <td>-0.221424</td>\n",
       "      <td>0.045227</td>\n",
       "      <td>-1.235585</td>\n",
       "      <td>0.561864</td>\n",
       "      <td>0.443351</td>\n",
       "      <td>0.638419</td>\n",
       "      <td>0.446605</td>\n",
       "      <td>-0.047154</td>\n",
       "      <td>-0.204076</td>\n",
       "      <td>-0.095612</td>\n",
       "      <td>-0.247620</td>\n",
       "      <td>-0.166249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36450</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.353899</td>\n",
       "      <td>0.424948</td>\n",
       "      <td>0.449800</td>\n",
       "      <td>0.160494</td>\n",
       "      <td>0.192681</td>\n",
       "      <td>0.096118</td>\n",
       "      <td>0.189205</td>\n",
       "      <td>1.105374</td>\n",
       "      <td>-0.066254</td>\n",
       "      <td>-0.051612</td>\n",
       "      <td>-0.014643</td>\n",
       "      <td>-1.081917e-02</td>\n",
       "      <td>-0.027469</td>\n",
       "      <td>-0.030793</td>\n",
       "      <td>-0.022550</td>\n",
       "      <td>-0.049676</td>\n",
       "      <td>-0.117816</td>\n",
       "      <td>-0.092565</td>\n",
       "      <td>-0.039256</td>\n",
       "      <td>-0.054308</td>\n",
       "      <td>-0.016832</td>\n",
       "      <td>-0.020192</td>\n",
       "      <td>-0.011859</td>\n",
       "      <td>-0.039282</td>\n",
       "      <td>-0.108167</td>\n",
       "      <td>-0.082640</td>\n",
       "      <td>-0.028748</td>\n",
       "      <td>-0.043965</td>\n",
       "      <td>-0.003417</td>\n",
       "      <td>0.005059</td>\n",
       "      <td>-0.022834</td>\n",
       "      <td>-0.092898</td>\n",
       "      <td>-0.066934</td>\n",
       "      <td>-0.012119</td>\n",
       "      <td>-0.027597</td>\n",
       "      <td>0.008505</td>\n",
       "      <td>-0.019483</td>\n",
       "      <td>-0.089788</td>\n",
       "      <td>-0.063735</td>\n",
       "      <td>-0.008732</td>\n",
       "      <td>-0.024263</td>\n",
       "      <td>-0.027752</td>\n",
       "      <td>-0.097464</td>\n",
       "      <td>-0.071631</td>\n",
       "      <td>-0.017092</td>\n",
       "      <td>-0.032491</td>\n",
       "      <td>-0.071701</td>\n",
       "      <td>-0.045131</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>-0.004874</td>\n",
       "      <td>0.028623</td>\n",
       "      <td>0.089052</td>\n",
       "      <td>0.071989</td>\n",
       "      <td>0.058747</td>\n",
       "      <td>0.042159</td>\n",
       "      <td>-0.015668</td>\n",
       "      <td>0.809158</td>\n",
       "      <td>-0.066204</td>\n",
       "      <td>0.084575</td>\n",
       "      <td>2.282246</td>\n",
       "      <td>-0.107868</td>\n",
       "      <td>-0.234334</td>\n",
       "      <td>-0.387661</td>\n",
       "      <td>-0.414426</td>\n",
       "      <td>-0.562239</td>\n",
       "      <td>-0.749398</td>\n",
       "      <td>-0.714031</td>\n",
       "      <td>-0.607228</td>\n",
       "      <td>-0.463332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36451</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.276576</td>\n",
       "      <td>0.385643</td>\n",
       "      <td>0.433560</td>\n",
       "      <td>0.158283</td>\n",
       "      <td>0.157174</td>\n",
       "      <td>0.160500</td>\n",
       "      <td>0.047660</td>\n",
       "      <td>1.115042</td>\n",
       "      <td>-0.083027</td>\n",
       "      <td>-0.057895</td>\n",
       "      <td>-0.025132</td>\n",
       "      <td>-1.939318e-02</td>\n",
       "      <td>-0.044655</td>\n",
       "      <td>-0.048490</td>\n",
       "      <td>-0.039946</td>\n",
       "      <td>-0.064027</td>\n",
       "      <td>-0.133440</td>\n",
       "      <td>-0.110936</td>\n",
       "      <td>-0.058844</td>\n",
       "      <td>-0.073027</td>\n",
       "      <td>-0.025762</td>\n",
       "      <td>-0.029672</td>\n",
       "      <td>-0.020959</td>\n",
       "      <td>-0.045516</td>\n",
       "      <td>-0.116302</td>\n",
       "      <td>-0.093353</td>\n",
       "      <td>-0.040231</td>\n",
       "      <td>-0.054695</td>\n",
       "      <td>-0.004013</td>\n",
       "      <td>0.004930</td>\n",
       "      <td>-0.020277</td>\n",
       "      <td>-0.092935</td>\n",
       "      <td>-0.069379</td>\n",
       "      <td>-0.014851</td>\n",
       "      <td>-0.029698</td>\n",
       "      <td>0.008979</td>\n",
       "      <td>-0.016329</td>\n",
       "      <td>-0.089279</td>\n",
       "      <td>-0.065629</td>\n",
       "      <td>-0.010882</td>\n",
       "      <td>-0.025788</td>\n",
       "      <td>-0.025083</td>\n",
       "      <td>-0.097384</td>\n",
       "      <td>-0.073944</td>\n",
       "      <td>-0.019684</td>\n",
       "      <td>-0.034458</td>\n",
       "      <td>-0.074162</td>\n",
       "      <td>-0.050118</td>\n",
       "      <td>0.005538</td>\n",
       "      <td>-0.009616</td>\n",
       "      <td>0.025969</td>\n",
       "      <td>0.086083</td>\n",
       "      <td>0.069716</td>\n",
       "      <td>0.058592</td>\n",
       "      <td>0.042639</td>\n",
       "      <td>-0.015070</td>\n",
       "      <td>0.757647</td>\n",
       "      <td>-0.084741</td>\n",
       "      <td>0.062300</td>\n",
       "      <td>2.192331</td>\n",
       "      <td>0.104228</td>\n",
       "      <td>-0.087391</td>\n",
       "      <td>-0.271624</td>\n",
       "      <td>-0.291447</td>\n",
       "      <td>-0.458815</td>\n",
       "      <td>-0.696085</td>\n",
       "      <td>-0.661714</td>\n",
       "      <td>-0.535594</td>\n",
       "      <td>-0.364573</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36452</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.407928</td>\n",
       "      <td>0.433970</td>\n",
       "      <td>0.451060</td>\n",
       "      <td>0.183299</td>\n",
       "      <td>0.167358</td>\n",
       "      <td>0.215180</td>\n",
       "      <td>0.224842</td>\n",
       "      <td>1.119324</td>\n",
       "      <td>-0.086447</td>\n",
       "      <td>-0.063605</td>\n",
       "      <td>-0.022842</td>\n",
       "      <td>-2.784258e-15</td>\n",
       "      <td>-0.026183</td>\n",
       "      <td>-0.031026</td>\n",
       "      <td>-0.022266</td>\n",
       "      <td>-0.043478</td>\n",
       "      <td>-0.115876</td>\n",
       "      <td>-0.095472</td>\n",
       "      <td>-0.042517</td>\n",
       "      <td>-0.056261</td>\n",
       "      <td>-0.026183</td>\n",
       "      <td>-0.031026</td>\n",
       "      <td>-0.022266</td>\n",
       "      <td>-0.043478</td>\n",
       "      <td>-0.115876</td>\n",
       "      <td>-0.095472</td>\n",
       "      <td>-0.042517</td>\n",
       "      <td>-0.056261</td>\n",
       "      <td>-0.004974</td>\n",
       "      <td>0.004022</td>\n",
       "      <td>-0.017760</td>\n",
       "      <td>-0.092104</td>\n",
       "      <td>-0.071152</td>\n",
       "      <td>-0.016773</td>\n",
       "      <td>-0.030887</td>\n",
       "      <td>0.009040</td>\n",
       "      <td>-0.012851</td>\n",
       "      <td>-0.087566</td>\n",
       "      <td>-0.066509</td>\n",
       "      <td>-0.011859</td>\n",
       "      <td>-0.026043</td>\n",
       "      <td>-0.021695</td>\n",
       "      <td>-0.095741</td>\n",
       "      <td>-0.074873</td>\n",
       "      <td>-0.020712</td>\n",
       "      <td>-0.034769</td>\n",
       "      <td>-0.075688</td>\n",
       "      <td>-0.054357</td>\n",
       "      <td>0.001005</td>\n",
       "      <td>-0.013364</td>\n",
       "      <td>0.023078</td>\n",
       "      <td>0.082973</td>\n",
       "      <td>0.067428</td>\n",
       "      <td>0.058544</td>\n",
       "      <td>0.043350</td>\n",
       "      <td>-0.014354</td>\n",
       "      <td>0.773463</td>\n",
       "      <td>-0.068243</td>\n",
       "      <td>0.080677</td>\n",
       "      <td>2.224611</td>\n",
       "      <td>0.186046</td>\n",
       "      <td>-0.013898</td>\n",
       "      <td>-0.232515</td>\n",
       "      <td>-0.245783</td>\n",
       "      <td>-0.412959</td>\n",
       "      <td>-0.674235</td>\n",
       "      <td>-0.643724</td>\n",
       "      <td>-0.511030</td>\n",
       "      <td>-0.330230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36453</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.470818</td>\n",
       "      <td>0.459280</td>\n",
       "      <td>0.460545</td>\n",
       "      <td>0.280440</td>\n",
       "      <td>0.207340</td>\n",
       "      <td>0.426639</td>\n",
       "      <td>0.317141</td>\n",
       "      <td>1.121251</td>\n",
       "      <td>-0.083355</td>\n",
       "      <td>-0.067555</td>\n",
       "      <td>-0.015800</td>\n",
       "      <td>7.824726e-03</td>\n",
       "      <td>-0.014943</td>\n",
       "      <td>-0.020851</td>\n",
       "      <td>-0.014626</td>\n",
       "      <td>-0.031394</td>\n",
       "      <td>-0.105597</td>\n",
       "      <td>-0.087253</td>\n",
       "      <td>-0.033755</td>\n",
       "      <td>-0.046847</td>\n",
       "      <td>-0.022591</td>\n",
       "      <td>-0.028454</td>\n",
       "      <td>-0.022276</td>\n",
       "      <td>-0.038914</td>\n",
       "      <td>-0.112542</td>\n",
       "      <td>-0.094340</td>\n",
       "      <td>-0.041257</td>\n",
       "      <td>-0.054248</td>\n",
       "      <td>-0.005998</td>\n",
       "      <td>0.000322</td>\n",
       "      <td>-0.016700</td>\n",
       "      <td>-0.092030</td>\n",
       "      <td>-0.073407</td>\n",
       "      <td>-0.019098</td>\n",
       "      <td>-0.032388</td>\n",
       "      <td>0.006358</td>\n",
       "      <td>-0.010767</td>\n",
       "      <td>-0.086551</td>\n",
       "      <td>-0.067816</td>\n",
       "      <td>-0.013179</td>\n",
       "      <td>-0.026549</td>\n",
       "      <td>-0.017017</td>\n",
       "      <td>-0.092322</td>\n",
       "      <td>-0.073705</td>\n",
       "      <td>-0.019413</td>\n",
       "      <td>-0.032700</td>\n",
       "      <td>-0.076609</td>\n",
       "      <td>-0.057670</td>\n",
       "      <td>-0.002438</td>\n",
       "      <td>-0.015955</td>\n",
       "      <td>0.020510</td>\n",
       "      <td>0.080324</td>\n",
       "      <td>0.065686</td>\n",
       "      <td>0.058612</td>\n",
       "      <td>0.044268</td>\n",
       "      <td>-0.013549</td>\n",
       "      <td>0.775038</td>\n",
       "      <td>-0.059006</td>\n",
       "      <td>0.090601</td>\n",
       "      <td>2.231150</td>\n",
       "      <td>0.009532</td>\n",
       "      <td>-0.109029</td>\n",
       "      <td>-0.319213</td>\n",
       "      <td>-0.322923</td>\n",
       "      <td>-0.466587</td>\n",
       "      <td>-0.710655</td>\n",
       "      <td>-0.689309</td>\n",
       "      <td>-0.573906</td>\n",
       "      <td>-0.415559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36454</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.521632</td>\n",
       "      <td>0.480401</td>\n",
       "      <td>0.468531</td>\n",
       "      <td>0.424626</td>\n",
       "      <td>0.296122</td>\n",
       "      <td>0.681636</td>\n",
       "      <td>0.403043</td>\n",
       "      <td>1.096587</td>\n",
       "      <td>-0.075994</td>\n",
       "      <td>-0.069243</td>\n",
       "      <td>-0.006751</td>\n",
       "      <td>1.469669e-02</td>\n",
       "      <td>-0.004836</td>\n",
       "      <td>-0.012677</td>\n",
       "      <td>-0.009116</td>\n",
       "      <td>-0.021277</td>\n",
       "      <td>-0.096157</td>\n",
       "      <td>-0.080411</td>\n",
       "      <td>-0.026504</td>\n",
       "      <td>-0.038949</td>\n",
       "      <td>-0.019250</td>\n",
       "      <td>-0.026978</td>\n",
       "      <td>-0.023468</td>\n",
       "      <td>-0.035453</td>\n",
       "      <td>-0.109248</td>\n",
       "      <td>-0.093730</td>\n",
       "      <td>-0.040604</td>\n",
       "      <td>-0.052869</td>\n",
       "      <td>-0.007880</td>\n",
       "      <td>-0.004301</td>\n",
       "      <td>-0.016521</td>\n",
       "      <td>-0.091765</td>\n",
       "      <td>-0.075942</td>\n",
       "      <td>-0.021773</td>\n",
       "      <td>-0.034279</td>\n",
       "      <td>0.003607</td>\n",
       "      <td>-0.008710</td>\n",
       "      <td>-0.084551</td>\n",
       "      <td>-0.068603</td>\n",
       "      <td>-0.014004</td>\n",
       "      <td>-0.026609</td>\n",
       "      <td>-0.012273</td>\n",
       "      <td>-0.087842</td>\n",
       "      <td>-0.071951</td>\n",
       "      <td>-0.017548</td>\n",
       "      <td>-0.030108</td>\n",
       "      <td>-0.076508</td>\n",
       "      <td>-0.060419</td>\n",
       "      <td>-0.005341</td>\n",
       "      <td>-0.018056</td>\n",
       "      <td>0.017421</td>\n",
       "      <td>0.077063</td>\n",
       "      <td>0.063294</td>\n",
       "      <td>0.058620</td>\n",
       "      <td>0.045087</td>\n",
       "      <td>-0.012784</td>\n",
       "      <td>0.773847</td>\n",
       "      <td>-0.051266</td>\n",
       "      <td>0.098779</td>\n",
       "      <td>2.232362</td>\n",
       "      <td>0.294854</td>\n",
       "      <td>0.282441</td>\n",
       "      <td>-0.002621</td>\n",
       "      <td>-0.026168</td>\n",
       "      <td>-0.209218</td>\n",
       "      <td>-0.569723</td>\n",
       "      <td>-0.550056</td>\n",
       "      <td>-0.382880</td>\n",
       "      <td>-0.152844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36455</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.596096</td>\n",
       "      <td>0.513566</td>\n",
       "      <td>0.481350</td>\n",
       "      <td>0.566030</td>\n",
       "      <td>0.423699</td>\n",
       "      <td>0.850692</td>\n",
       "      <td>0.566087</td>\n",
       "      <td>1.085730</td>\n",
       "      <td>-0.062979</td>\n",
       "      <td>-0.067990</td>\n",
       "      <td>0.005011</td>\n",
       "      <td>2.177294e-02</td>\n",
       "      <td>0.010411</td>\n",
       "      <td>0.003126</td>\n",
       "      <td>0.001165</td>\n",
       "      <td>-0.007362</td>\n",
       "      <td>-0.082445</td>\n",
       "      <td>-0.069414</td>\n",
       "      <td>-0.014726</td>\n",
       "      <td>-0.026655</td>\n",
       "      <td>-0.011120</td>\n",
       "      <td>-0.018249</td>\n",
       "      <td>-0.020169</td>\n",
       "      <td>-0.028514</td>\n",
       "      <td>-0.101998</td>\n",
       "      <td>-0.089244</td>\n",
       "      <td>-0.035721</td>\n",
       "      <td>-0.047396</td>\n",
       "      <td>-0.007209</td>\n",
       "      <td>-0.009150</td>\n",
       "      <td>-0.017589</td>\n",
       "      <td>-0.091899</td>\n",
       "      <td>-0.079002</td>\n",
       "      <td>-0.024878</td>\n",
       "      <td>-0.036684</td>\n",
       "      <td>-0.001955</td>\n",
       "      <td>-0.010456</td>\n",
       "      <td>-0.085305</td>\n",
       "      <td>-0.072315</td>\n",
       "      <td>-0.017797</td>\n",
       "      <td>-0.029689</td>\n",
       "      <td>-0.008517</td>\n",
       "      <td>-0.083513</td>\n",
       "      <td>-0.070497</td>\n",
       "      <td>-0.015873</td>\n",
       "      <td>-0.027788</td>\n",
       "      <td>-0.075640</td>\n",
       "      <td>-0.062512</td>\n",
       "      <td>-0.007419</td>\n",
       "      <td>-0.019436</td>\n",
       "      <td>0.014202</td>\n",
       "      <td>0.073804</td>\n",
       "      <td>0.060803</td>\n",
       "      <td>0.058767</td>\n",
       "      <td>0.045949</td>\n",
       "      <td>-0.012107</td>\n",
       "      <td>0.780763</td>\n",
       "      <td>-0.039186</td>\n",
       "      <td>0.111963</td>\n",
       "      <td>2.248014</td>\n",
       "      <td>-0.068827</td>\n",
       "      <td>-0.034889</td>\n",
       "      <td>-0.177316</td>\n",
       "      <td>-0.282191</td>\n",
       "      <td>-0.401419</td>\n",
       "      <td>-0.673649</td>\n",
       "      <td>-0.667814</td>\n",
       "      <td>-0.544172</td>\n",
       "      <td>-0.374019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36456</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.690150</td>\n",
       "      <td>0.563011</td>\n",
       "      <td>0.501728</td>\n",
       "      <td>0.734321</td>\n",
       "      <td>0.574992</td>\n",
       "      <td>1.052978</td>\n",
       "      <td>0.784062</td>\n",
       "      <td>1.088797</td>\n",
       "      <td>-0.041694</td>\n",
       "      <td>-0.062731</td>\n",
       "      <td>0.021037</td>\n",
       "      <td>2.823818e-02</td>\n",
       "      <td>0.030160</td>\n",
       "      <td>0.024092</td>\n",
       "      <td>0.018510</td>\n",
       "      <td>0.013616</td>\n",
       "      <td>-0.062171</td>\n",
       "      <td>-0.051523</td>\n",
       "      <td>0.004420</td>\n",
       "      <td>-0.006970</td>\n",
       "      <td>0.001869</td>\n",
       "      <td>-0.004032</td>\n",
       "      <td>-0.009461</td>\n",
       "      <td>-0.014221</td>\n",
       "      <td>-0.087926</td>\n",
       "      <td>-0.077571</td>\n",
       "      <td>-0.023164</td>\n",
       "      <td>-0.034242</td>\n",
       "      <td>-0.005890</td>\n",
       "      <td>-0.011308</td>\n",
       "      <td>-0.016060</td>\n",
       "      <td>-0.089627</td>\n",
       "      <td>-0.079292</td>\n",
       "      <td>-0.024986</td>\n",
       "      <td>-0.036043</td>\n",
       "      <td>-0.005450</td>\n",
       "      <td>-0.010230</td>\n",
       "      <td>-0.084233</td>\n",
       "      <td>-0.073836</td>\n",
       "      <td>-0.019209</td>\n",
       "      <td>-0.030332</td>\n",
       "      <td>-0.004806</td>\n",
       "      <td>-0.079215</td>\n",
       "      <td>-0.068761</td>\n",
       "      <td>-0.013834</td>\n",
       "      <td>-0.025018</td>\n",
       "      <td>-0.074768</td>\n",
       "      <td>-0.064264</td>\n",
       "      <td>-0.009072</td>\n",
       "      <td>-0.020310</td>\n",
       "      <td>0.011353</td>\n",
       "      <td>0.071005</td>\n",
       "      <td>0.058860</td>\n",
       "      <td>0.058982</td>\n",
       "      <td>0.046973</td>\n",
       "      <td>-0.011340</td>\n",
       "      <td>0.800796</td>\n",
       "      <td>-0.019813</td>\n",
       "      <td>0.133549</td>\n",
       "      <td>2.287442</td>\n",
       "      <td>0.109115</td>\n",
       "      <td>0.199620</td>\n",
       "      <td>0.068205</td>\n",
       "      <td>-0.112935</td>\n",
       "      <td>-0.245522</td>\n",
       "      <td>-0.586564</td>\n",
       "      <td>-0.588138</td>\n",
       "      <td>-0.435011</td>\n",
       "      <td>-0.223427</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36457</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.714681</td>\n",
       "      <td>0.577430</td>\n",
       "      <td>0.507936</td>\n",
       "      <td>0.812451</td>\n",
       "      <td>0.704267</td>\n",
       "      <td>1.028820</td>\n",
       "      <td>0.819135</td>\n",
       "      <td>1.091451</td>\n",
       "      <td>-0.021352</td>\n",
       "      <td>-0.054455</td>\n",
       "      <td>0.033103</td>\n",
       "      <td>2.307225e-02</td>\n",
       "      <td>0.035086</td>\n",
       "      <td>0.028783</td>\n",
       "      <td>0.023676</td>\n",
       "      <td>0.020116</td>\n",
       "      <td>-0.054236</td>\n",
       "      <td>-0.046358</td>\n",
       "      <td>0.010046</td>\n",
       "      <td>-0.000617</td>\n",
       "      <td>0.011742</td>\n",
       "      <td>0.005582</td>\n",
       "      <td>0.000590</td>\n",
       "      <td>-0.002889</td>\n",
       "      <td>-0.075565</td>\n",
       "      <td>-0.067864</td>\n",
       "      <td>-0.012732</td>\n",
       "      <td>-0.023155</td>\n",
       "      <td>-0.006089</td>\n",
       "      <td>-0.011023</td>\n",
       "      <td>-0.014462</td>\n",
       "      <td>-0.086294</td>\n",
       "      <td>-0.078683</td>\n",
       "      <td>-0.024191</td>\n",
       "      <td>-0.034493</td>\n",
       "      <td>-0.004965</td>\n",
       "      <td>-0.008425</td>\n",
       "      <td>-0.080697</td>\n",
       "      <td>-0.073039</td>\n",
       "      <td>-0.018213</td>\n",
       "      <td>-0.028578</td>\n",
       "      <td>-0.003477</td>\n",
       "      <td>-0.076110</td>\n",
       "      <td>-0.068413</td>\n",
       "      <td>-0.013314</td>\n",
       "      <td>-0.023731</td>\n",
       "      <td>-0.072886</td>\n",
       "      <td>-0.065163</td>\n",
       "      <td>-0.009871</td>\n",
       "      <td>-0.020325</td>\n",
       "      <td>0.008331</td>\n",
       "      <td>0.067969</td>\n",
       "      <td>0.056694</td>\n",
       "      <td>0.059146</td>\n",
       "      <td>0.047964</td>\n",
       "      <td>-0.010558</td>\n",
       "      <td>0.796433</td>\n",
       "      <td>-0.013601</td>\n",
       "      <td>0.139890</td>\n",
       "      <td>2.282298</td>\n",
       "      <td>0.129942</td>\n",
       "      <td>0.236534</td>\n",
       "      <td>0.167348</td>\n",
       "      <td>-0.046750</td>\n",
       "      <td>-0.176704</td>\n",
       "      <td>-0.552287</td>\n",
       "      <td>-0.562300</td>\n",
       "      <td>-0.399379</td>\n",
       "      <td>-0.174082</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36458</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.777965</td>\n",
       "      <td>0.618612</td>\n",
       "      <td>0.526406</td>\n",
       "      <td>0.802344</td>\n",
       "      <td>0.783039</td>\n",
       "      <td>0.840954</td>\n",
       "      <td>0.953766</td>\n",
       "      <td>1.100316</td>\n",
       "      <td>0.004402</td>\n",
       "      <td>-0.042684</td>\n",
       "      <td>0.047086</td>\n",
       "      <td>2.817746e-02</td>\n",
       "      <td>0.051651</td>\n",
       "      <td>0.043913</td>\n",
       "      <td>0.041669</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>-0.036076</td>\n",
       "      <td>-0.029951</td>\n",
       "      <td>0.027573</td>\n",
       "      <td>0.017456</td>\n",
       "      <td>0.022830</td>\n",
       "      <td>0.015304</td>\n",
       "      <td>0.013121</td>\n",
       "      <td>0.009296</td>\n",
       "      <td>-0.062492</td>\n",
       "      <td>-0.056535</td>\n",
       "      <td>-0.000588</td>\n",
       "      <td>-0.010428</td>\n",
       "      <td>-0.007358</td>\n",
       "      <td>-0.009492</td>\n",
       "      <td>-0.013232</td>\n",
       "      <td>-0.083418</td>\n",
       "      <td>-0.077594</td>\n",
       "      <td>-0.022895</td>\n",
       "      <td>-0.032516</td>\n",
       "      <td>-0.002150</td>\n",
       "      <td>-0.005917</td>\n",
       "      <td>-0.076624</td>\n",
       "      <td>-0.070757</td>\n",
       "      <td>-0.015652</td>\n",
       "      <td>-0.025344</td>\n",
       "      <td>-0.003775</td>\n",
       "      <td>-0.074634</td>\n",
       "      <td>-0.068754</td>\n",
       "      <td>-0.013531</td>\n",
       "      <td>-0.023244</td>\n",
       "      <td>-0.071128</td>\n",
       "      <td>-0.065225</td>\n",
       "      <td>-0.009793</td>\n",
       "      <td>-0.019543</td>\n",
       "      <td>0.006354</td>\n",
       "      <td>0.066031</td>\n",
       "      <td>0.055535</td>\n",
       "      <td>0.059300</td>\n",
       "      <td>0.048870</td>\n",
       "      <td>-0.009846</td>\n",
       "      <td>0.813349</td>\n",
       "      <td>0.004181</td>\n",
       "      <td>0.159588</td>\n",
       "      <td>2.315257</td>\n",
       "      <td>0.754061</td>\n",
       "      <td>1.244319</td>\n",
       "      <td>1.220099</td>\n",
       "      <td>0.881932</td>\n",
       "      <td>0.650226</td>\n",
       "      <td>-0.090975</td>\n",
       "      <td>-0.124184</td>\n",
       "      <td>0.201951</td>\n",
       "      <td>0.654916</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>36459 rows × 71 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             date       code     rsi_6    rsi_12    rsi_24   stoch_k  \\\n",
       "0      2021-03-29  sz.002041  0.417183  0.413963  0.433972  0.413735   \n",
       "1      2021-03-30  sz.002041  0.361011  0.394435  0.426161  0.318551   \n",
       "2      2021-03-31  sz.002041  0.303753  0.372094  0.417024  0.182151   \n",
       "3      2021-04-01  sz.002041  0.316149  0.375768  0.418263  0.095683   \n",
       "4      2021-04-02  sz.002041  0.344171  0.383635  0.420833  0.108081   \n",
       "5      2021-04-06  sz.002041  0.335912  0.381016  0.419866  0.164502   \n",
       "6      2021-04-07  sz.002041  0.260810  0.354604  0.410026  0.175758   \n",
       "7      2021-04-08  sz.002041  0.238421  0.345461  0.406547  0.128502   \n",
       "8      2021-04-09  sz.002041  0.170627  0.311648  0.393120  0.060797   \n",
       "9      2021-03-29  sz.002109  0.321868  0.451577  0.519485  0.050653   \n",
       "10     2021-03-30  sz.002109  0.306025  0.442413  0.513546  0.072321   \n",
       "11     2021-03-31  sz.002109  0.291278  0.434175  0.508349  0.087345   \n",
       "12     2021-04-01  sz.002109  0.370188  0.458030  0.519347  0.130967   \n",
       "13     2021-04-02  sz.002109  0.315128  0.432045  0.503964  0.129725   \n",
       "14     2021-04-06  sz.002109  0.368194  0.448118  0.511075  0.212052   \n",
       "15     2021-04-07  sz.002109  0.510441  0.496678  0.532912  0.375728   \n",
       "16     2021-04-08  sz.002109  0.401868  0.453178  0.509182  0.445242   \n",
       "17     2021-04-09  sz.002109  0.386100  0.446355  0.505424  0.409091   \n",
       "18     2021-03-29  sh.600353  0.323529  0.430044  0.442598  0.383598   \n",
       "19     2021-03-30  sh.600353  0.351036  0.439801  0.446743  0.303888   \n",
       "20     2021-03-31  sh.600353  0.381229  0.450070  0.451003  0.220152   \n",
       "21     2021-04-01  sh.600353  0.311635  0.416734  0.436960  0.231884   \n",
       "22     2021-04-02  sh.600353  0.653353  0.572262  0.508778  0.436594   \n",
       "23     2021-04-06  sh.600353  0.745868  0.636823  0.545728  0.648870   \n",
       "24     2021-04-07  sh.600353  0.668066  0.600847  0.530584  0.879902   \n",
       "25     2021-04-08  sh.600353  0.647794  0.591731  0.526770  0.845378   \n",
       "26     2021-04-09  sh.600353  0.660168  0.598378  0.530293  0.798319   \n",
       "27     2021-03-29  sh.603739  0.480387  0.518744  0.509634  0.505853   \n",
       "28     2021-03-30  sh.603739  0.448223  0.504444  0.503901  0.324327   \n",
       "29     2021-03-31  sh.603739  0.528692  0.534209  0.515973  0.238095   \n",
       "...           ...        ...       ...       ...       ...       ...   \n",
       "36429  2021-04-07  sh.000040  0.585498  0.524395  0.489965  0.897951   \n",
       "36430  2021-04-08  sh.000040  0.430935  0.461795  0.463711  0.678283   \n",
       "36431  2021-04-09  sh.000040  0.293110  0.386989  0.428174  0.401695   \n",
       "36432  2021-03-29  sz.000818  0.440860  0.461552  0.482490  0.238470   \n",
       "36433  2021-03-30  sz.000818  0.374392  0.437835  0.472687  0.184486   \n",
       "36434  2021-03-31  sz.000818  0.289991  0.401619  0.457098  0.137221   \n",
       "36435  2021-04-01  sz.000818  0.319829  0.410249  0.460111  0.102077   \n",
       "36436  2021-04-02  sz.000818  0.521091  0.478608  0.484966  0.216162   \n",
       "36437  2021-04-06  sz.000818  0.537513  0.485119  0.487428  0.402383   \n",
       "36438  2021-04-07  sz.000818  0.541288  0.486517  0.487939  0.579332   \n",
       "36439  2021-04-08  sz.000818  0.600050  0.508375  0.495805  0.671795   \n",
       "36440  2021-04-09  sz.000818  0.750755  0.584305  0.525709  0.788604   \n",
       "36441  2021-03-29  sz.002910  0.517984  0.486129  0.463710  0.548989   \n",
       "36442  2021-03-30  sz.002910  0.360925  0.422047  0.441489  0.383981   \n",
       "36443  2021-03-31  sz.002910  0.426788  0.447153  0.450171  0.309524   \n",
       "36444  2021-04-01  sz.002910  0.360005  0.417478  0.439478  0.167549   \n",
       "36445  2021-04-02  sz.002910  0.385641  0.426701  0.442548  0.156401   \n",
       "36446  2021-04-06  sz.002910  0.514099  0.476441  0.459539  0.176207   \n",
       "36447  2021-04-07  sz.002910  0.545220  0.489615  0.464187  0.294372   \n",
       "36448  2021-04-08  sz.002910  0.545220  0.489615  0.464187  0.446392   \n",
       "36449  2021-04-09  sz.002910  0.660148  0.540112  0.481973  0.569186   \n",
       "36450  2021-03-29  sh.600686  0.353899  0.424948  0.449800  0.160494   \n",
       "36451  2021-03-30  sh.600686  0.276576  0.385643  0.433560  0.158283   \n",
       "36452  2021-03-31  sh.600686  0.407928  0.433970  0.451060  0.183299   \n",
       "36453  2021-04-01  sh.600686  0.470818  0.459280  0.460545  0.280440   \n",
       "36454  2021-04-02  sh.600686  0.521632  0.480401  0.468531  0.424626   \n",
       "36455  2021-04-06  sh.600686  0.596096  0.513566  0.481350  0.566030   \n",
       "36456  2021-04-07  sh.600686  0.690150  0.563011  0.501728  0.734321   \n",
       "36457  2021-04-08  sh.600686  0.714681  0.577430  0.507936  0.812451   \n",
       "36458  2021-04-09  sh.600686  0.777965  0.618612  0.526406  0.802344   \n",
       "\n",
       "        stoch_d   stoch_j       BBP  BLOW_HIGH       macd  macdsignal  \\\n",
       "0      0.555200  0.130805  0.353622   1.239108  -0.512755   -0.574233   \n",
       "1      0.443131  0.069390  0.324171   1.220576  -0.506849   -0.560756   \n",
       "2      0.304812 -0.063170  0.271736   1.186946  -0.513198   -0.551245   \n",
       "3      0.198795 -0.110540  0.296143   1.170800  -0.510728   -0.543141   \n",
       "4      0.128639  0.066965  0.275319   1.100590  -0.499782   -0.534470   \n",
       "5      0.122755  0.247996  0.203488   1.060570  -0.487106   -0.524997   \n",
       "6      0.149447  0.228379  0.068289   1.065474  -0.487578   -0.517513   \n",
       "7      0.156254  0.072997  0.068071   1.070373  -0.487976   -0.511606   \n",
       "8      0.121686 -0.060979 -0.064821   1.077112  -0.504265   -0.510138   \n",
       "9      0.049147  0.053665  0.268215   1.685244   0.242087    0.482253   \n",
       "10     0.053733  0.109497  0.247500   1.690607   0.179315    0.421666   \n",
       "11     0.070106  0.121823  0.239264   1.712999   0.123304    0.361993   \n",
       "12     0.096878  0.199145  0.283748   1.717785   0.088386    0.307272   \n",
       "13     0.116012  0.157150  0.234286   1.729625   0.046460    0.255110   \n",
       "14     0.157581  0.320993  0.274479   1.756404   0.019465    0.207981   \n",
       "15     0.239168  0.648848  0.361400   1.769268   0.018036    0.169992   \n",
       "16     0.344340  0.647045  0.289117   1.781847  -0.003233    0.135347   \n",
       "17     0.410020  0.407232  0.292779   1.809774  -0.023050    0.103668   \n",
       "18     0.545973  0.058848  0.187589   1.063309  -0.000642   -0.000514   \n",
       "19     0.424635  0.062393  0.248340   1.064386  -0.006416   -0.001694   \n",
       "20     0.302546  0.055364  0.303723   1.063661  -0.010069   -0.003369   \n",
       "21     0.251975  0.191703  0.198994   1.064597  -0.016007   -0.005897   \n",
       "22     0.296210  0.717363  0.820725   1.063341  -0.006118   -0.005941   \n",
       "23     0.439116  1.068379  1.083970   1.073786   0.010474   -0.002658   \n",
       "24     0.655122  1.329461  0.907515   1.077844   0.020163    0.001906   \n",
       "25     0.791384  0.953367  0.868779   1.069357   0.026727    0.006870   \n",
       "26     0.841200  0.712558  0.863986   1.068561   0.032363    0.011969   \n",
       "27     0.630677  0.256203  0.533264   1.084583   0.154842    0.117775   \n",
       "28     0.496457 -0.019933  0.509381   1.079757   0.134804    0.121181   \n",
       "29     0.356092  0.002102  0.613030   1.078617   0.131130    0.123171   \n",
       "...         ...       ...       ...        ...        ...         ...   \n",
       "36429  0.842600  1.008652  0.798329   1.035541  -7.349136  -15.707187   \n",
       "36430  0.810801  0.413248  0.445078   1.035587  -8.264662  -14.218682   \n",
       "36431  0.659310 -0.113534  0.007295   1.039324 -13.133456  -14.001637   \n",
       "36432  0.277923  0.159563  0.335347   1.124685  -0.175032   -0.121581   \n",
       "36433  0.221806  0.109847  0.265798   1.125002  -0.194227   -0.136110   \n",
       "36434  0.186726  0.038212  0.152297   1.126586  -0.236567   -0.156202   \n",
       "36435  0.141262  0.023709  0.197963   1.119019  -0.262258   -0.177413   \n",
       "36436  0.151820  0.344845  0.439778   1.089868  -0.239511   -0.189832   \n",
       "36437  0.240207  0.726734  0.504333   1.070253  -0.214971   -0.194860   \n",
       "36438  0.399292  0.939411  0.505085   1.069791  -0.192497   -0.194388   \n",
       "36439  0.551170  0.913045  0.600937   1.069231  -0.160730   -0.187656   \n",
       "36440  0.679910  1.005992  0.963235   1.076395  -0.086944   -0.167514   \n",
       "36441  0.631060  0.384845  0.584857   1.057634  -0.074872   -0.116732   \n",
       "36442  0.524041  0.103861  0.245015   1.057406  -0.083234   -0.110032   \n",
       "36443  0.414164  0.100243  0.380431   1.050664  -0.084050   -0.104835   \n",
       "36444  0.287018 -0.071390  0.213781   1.051152  -0.090911   -0.102051   \n",
       "36445  0.211158  0.046888  0.278031   1.048417  -0.093655   -0.100371   \n",
       "36446  0.166719  0.195182  0.541032   1.047498  -0.085962   -0.097490   \n",
       "36447  0.208993  0.465130  0.598969   1.047227  -0.076563   -0.093304   \n",
       "36448  0.305657  0.727863  0.578459   1.043120  -0.068326   -0.088309   \n",
       "36449  0.436650  0.834257  0.824141   1.044112  -0.052319   -0.081111   \n",
       "36450  0.192681  0.096118  0.189205   1.105374  -0.066254   -0.051612   \n",
       "36451  0.157174  0.160500  0.047660   1.115042  -0.083027   -0.057895   \n",
       "36452  0.167358  0.215180  0.224842   1.119324  -0.086447   -0.063605   \n",
       "36453  0.207340  0.426639  0.317141   1.121251  -0.083355   -0.067555   \n",
       "36454  0.296122  0.681636  0.403043   1.096587  -0.075994   -0.069243   \n",
       "36455  0.423699  0.850692  0.566087   1.085730  -0.062979   -0.067990   \n",
       "36456  0.574992  1.052978  0.784062   1.088797  -0.041694   -0.062731   \n",
       "36457  0.704267  1.028820  0.819135   1.091451  -0.021352   -0.054455   \n",
       "36458  0.783039  0.840954  0.953766   1.100316   0.004402   -0.042684   \n",
       "\n",
       "       macdhist    SMA_DIFF_5  SMA_DIFF_13  SMA_DIFF_21  SMA_DIFF_34  \\\n",
       "0      0.061478 -9.582798e-03    -0.001224    -0.036123    -0.055587   \n",
       "1      0.053907 -1.699883e-02    -0.009541    -0.039650    -0.062620   \n",
       "2      0.038047 -2.023429e-02    -0.019627    -0.044878    -0.072681   \n",
       "3      0.032413 -1.262506e-02    -0.017773    -0.036127    -0.070919   \n",
       "4      0.034687 -4.551989e-03    -0.015672    -0.028368    -0.067863   \n",
       "5      0.037891 -1.563816e-03    -0.014702    -0.021638    -0.067185   \n",
       "6      0.029935 -9.183180e-03    -0.025238    -0.027915    -0.075474   \n",
       "7      0.023630 -1.066279e-02    -0.027932    -0.030066    -0.075465   \n",
       "8      0.005873 -2.085112e-02    -0.040048    -0.043343    -0.085483   \n",
       "9     -0.240166 -1.745068e-02    -0.154233    -0.109966     0.015803   \n",
       "10    -0.242351 -1.084011e-02    -0.157941    -0.124786    -0.008899   \n",
       "11    -0.238689 -1.750973e-02    -0.153122    -0.134074    -0.030765   \n",
       "12    -0.218886  6.607073e-03    -0.109730    -0.109966    -0.016968   \n",
       "13    -0.208649 -1.880141e-02    -0.106339    -0.137411    -0.058791   \n",
       "14    -0.188516  3.930818e-04    -0.067766    -0.122990    -0.053334   \n",
       "15    -0.151956  4.012466e-02    -0.006014    -0.077189    -0.017586   \n",
       "16    -0.138579 -1.011280e-02    -0.034015    -0.115149    -0.070719   \n",
       "17    -0.126717 -1.290070e-02    -0.024227    -0.120209    -0.082995   \n",
       "18    -0.000128 -1.865197e-02    -0.019068    -0.019859    -0.003545   \n",
       "19    -0.004722 -1.192504e-02    -0.017430    -0.016254    -0.002151   \n",
       "20    -0.006700 -5.985464e-03    -0.014188    -0.012938    -0.002146   \n",
       "21    -0.010111 -9.454233e-03    -0.021231    -0.019646    -0.012661   \n",
       "22    -0.000177  2.701544e-02     0.016321     0.018530     0.022861   \n",
       "23     0.013132  3.857567e-02     0.037797     0.040971     0.042945   \n",
       "24     0.018257  2.057959e-02     0.026816     0.031430     0.031396   \n",
       "25     0.019857  9.995835e-03     0.022377     0.027024     0.027030   \n",
       "26     0.020394  1.648805e-03     0.023158     0.025523     0.027740   \n",
       "27     0.037067 -6.728198e-03     0.002109     0.003194     0.016276   \n",
       "28     0.013623 -8.810573e-03    -0.003207    -0.000746     0.012496   \n",
       "29     0.007959 -1.727116e-03     0.002034     0.007742     0.018819   \n",
       "...         ...           ...          ...          ...          ...   \n",
       "36429  8.358050  3.178648e-03     0.009445     0.010242    -0.000661   \n",
       "36430  5.954019 -8.696378e-03    -0.003247    -0.001901    -0.011726   \n",
       "36431  0.868181 -2.307455e-02    -0.019595    -0.019398    -0.027922   \n",
       "36432 -0.053451 -9.802960e-05    -0.006928    -0.021538    -0.021099   \n",
       "36433 -0.058116 -5.227856e-03    -0.016725    -0.028977    -0.031439   \n",
       "36434 -0.080366 -1.960784e-02    -0.033639    -0.043324    -0.048023   \n",
       "36435 -0.084845 -1.321673e-02    -0.028887    -0.036724    -0.045975   \n",
       "36436 -0.049678  1.202903e-02    -0.003914    -0.009154    -0.023212   \n",
       "36437 -0.020111  1.441352e-02     0.000302    -0.002606    -0.021614   \n",
       "36438  0.001890  1.239465e-02     0.004351     0.000747    -0.021438   \n",
       "36439  0.026926  1.210392e-02     0.011997     0.007322    -0.013638   \n",
       "36440  0.080569  2.798290e-02     0.038979     0.033876     0.015527   \n",
       "36441  0.041859 -2.360009e-03     0.007164     0.002979    -0.003310   \n",
       "36442  0.026798 -2.064072e-02    -0.013330    -0.015034    -0.022871   \n",
       "36443  0.020786 -8.434256e-03    -0.006914    -0.007371    -0.016467   \n",
       "36444  0.011140 -1.196953e-02    -0.016989    -0.014930    -0.026120   \n",
       "36445  0.006717 -5.681818e-03    -0.014167    -0.011535    -0.023605   \n",
       "36446  0.011527  8.320561e-03    -0.001501     0.001398    -0.011678   \n",
       "36447  0.016741  8.733624e-03     0.001083     0.004920    -0.008584   \n",
       "36448  0.019983  7.194245e-03     0.000833     0.004348    -0.008114   \n",
       "36449  0.028792  1.322063e-02     0.011989     0.014519     0.005154   \n",
       "36450 -0.014643 -1.081917e-02    -0.027469    -0.030793    -0.022550   \n",
       "36451 -0.025132 -1.939318e-02    -0.044655    -0.048490    -0.039946   \n",
       "36452 -0.022842 -2.784258e-15    -0.026183    -0.031026    -0.022266   \n",
       "36453 -0.015800  7.824726e-03    -0.014943    -0.020851    -0.014626   \n",
       "36454 -0.006751  1.469669e-02    -0.004836    -0.012677    -0.009116   \n",
       "36455  0.005011  2.177294e-02     0.010411     0.003126     0.001165   \n",
       "36456  0.021037  2.823818e-02     0.030160     0.024092     0.018510   \n",
       "36457  0.033103  2.307225e-02     0.035086     0.028783     0.023676   \n",
       "36458  0.047086  2.817746e-02     0.051651     0.043913     0.041669   \n",
       "\n",
       "       SMA_DIFF_55  SMA_DIFF_89  SMA_DIFF_144  SMA_DIFF_233  SMA_DIFF_377  \\\n",
       "0        -0.112768    -0.112111     -0.098937     -0.006758      0.200193   \n",
       "1        -0.117259    -0.121762     -0.106880     -0.018734      0.185699   \n",
       "2        -0.122112    -0.132627     -0.116705     -0.032111      0.169117   \n",
       "3        -0.114032    -0.131457     -0.114530     -0.031741      0.168826   \n",
       "4        -0.105560    -0.129197     -0.111210     -0.030455      0.170127   \n",
       "5        -0.100120    -0.129851     -0.110989     -0.032365      0.167296   \n",
       "6        -0.104537    -0.139864     -0.120204     -0.044841      0.151788   \n",
       "7        -0.103034    -0.143212     -0.122597     -0.049407      0.145475   \n",
       "8        -0.114309    -0.156821     -0.135752     -0.065657      0.125143   \n",
       "9         0.172139     0.274346      0.353855      0.455337      0.488551   \n",
       "10        0.148221     0.252934      0.331427      0.432216      0.466904   \n",
       "11        0.127324     0.234109      0.311783      0.412104      0.448257   \n",
       "12        0.147911     0.261065      0.341173      0.444814      0.484004   \n",
       "13        0.102641     0.215721      0.293367      0.394193      0.434015   \n",
       "14        0.111707     0.231240      0.310027      0.413063      0.455499   \n",
       "15        0.156436     0.286468      0.369621      0.478469      0.525263   \n",
       "16        0.094068     0.221512      0.301536      0.405894      0.452502   \n",
       "17        0.078013     0.207096      0.287513      0.391629      0.439693   \n",
       "18       -0.022869    -0.082964     -0.130766     -0.156978     -0.157824   \n",
       "19       -0.017403    -0.079180     -0.127182     -0.154688     -0.155631   \n",
       "20       -0.012358    -0.075381     -0.123698     -0.152489     -0.153443   \n",
       "21       -0.019035    -0.081365     -0.129664     -0.159378     -0.160259   \n",
       "22        0.020333    -0.043784     -0.094149     -0.126241     -0.127079   \n",
       "23        0.044128    -0.020286     -0.071848     -0.105895     -0.106726   \n",
       "24        0.036127    -0.026644     -0.077908     -0.112930     -0.113688   \n",
       "25        0.033875    -0.026939     -0.078154     -0.114429     -0.115143   \n",
       "26        0.036207    -0.022884     -0.074433     -0.112346     -0.113049   \n",
       "27        0.012688     0.004376     -0.040014     -0.068628     -0.083414   \n",
       "28        0.009162     0.001721     -0.041765     -0.072076     -0.085840   \n",
       "29        0.016223     0.009775     -0.033001     -0.065432     -0.078252   \n",
       "...            ...          ...           ...           ...           ...   \n",
       "36429    -0.012345    -0.017394     -0.045580     -0.085578     -0.084137   \n",
       "36430    -0.023356    -0.028503     -0.055948     -0.096330     -0.095173   \n",
       "36431    -0.039551    -0.045381     -0.071936     -0.112572     -0.111686   \n",
       "36432    -0.025593    -0.005696     -0.030274     -0.083786     -0.003784   \n",
       "36433    -0.036638    -0.017164     -0.039587     -0.093677     -0.016414   \n",
       "36434    -0.054761    -0.035151     -0.055810     -0.109924     -0.035680   \n",
       "36435    -0.052226    -0.032042     -0.051724     -0.106849     -0.033944   \n",
       "36436    -0.029140    -0.007161     -0.026449     -0.083799     -0.010902   \n",
       "36437    -0.026764    -0.004303     -0.022799     -0.080840     -0.009774   \n",
       "36438    -0.026160    -0.003340     -0.021067     -0.079824     -0.010572   \n",
       "36439    -0.019058     0.004147     -0.012419     -0.072586     -0.004646   \n",
       "36440     0.008352     0.032733      0.017260     -0.045662      0.022411   \n",
       "36441    -0.041560    -0.083997     -0.122877     -0.131116     -0.150648   \n",
       "36442    -0.059079    -0.100601     -0.138687     -0.148055     -0.167383   \n",
       "36443    -0.049060    -0.092796     -0.131023     -0.141951     -0.161255   \n",
       "36444    -0.052390    -0.099618     -0.137793     -0.149925     -0.168789   \n",
       "36445    -0.043825    -0.095539     -0.134089     -0.147666     -0.166233   \n",
       "36446    -0.028201    -0.082577     -0.121544     -0.136943     -0.155492   \n",
       "36447    -0.023124    -0.077658     -0.116459     -0.133707     -0.152071   \n",
       "36448    -0.022354    -0.076104     -0.114283     -0.133184     -0.151366   \n",
       "36449    -0.011324    -0.063643     -0.101484     -0.122327     -0.140667   \n",
       "36450    -0.049676    -0.117816     -0.092565     -0.039256     -0.054308   \n",
       "36451    -0.064027    -0.133440     -0.110936     -0.058844     -0.073027   \n",
       "36452    -0.043478    -0.115876     -0.095472     -0.042517     -0.056261   \n",
       "36453    -0.031394    -0.105597     -0.087253     -0.033755     -0.046847   \n",
       "36454    -0.021277    -0.096157     -0.080411     -0.026504     -0.038949   \n",
       "36455    -0.007362    -0.082445     -0.069414     -0.014726     -0.026655   \n",
       "36456     0.013616    -0.062171     -0.051523      0.004420     -0.006970   \n",
       "36457     0.020116    -0.054236     -0.046358      0.010046     -0.000617   \n",
       "36458     0.037736    -0.036076     -0.029951      0.027573      0.017456   \n",
       "\n",
       "       SMA_5_13_DIFF  SMA_5_21_DIFF  SMA_5_34_DIFF  SMA_5_55_DIFF  \\\n",
       "0           0.008440      -0.026797      -0.046449      -0.104184   \n",
       "1           0.007587      -0.023043      -0.046410      -0.101994   \n",
       "2           0.000619      -0.025152      -0.053530      -0.103982   \n",
       "3          -0.005213      -0.023802      -0.059039      -0.102704   \n",
       "4          -0.011171      -0.023925      -0.063601      -0.101470   \n",
       "5          -0.013159      -0.020106      -0.065723      -0.098711   \n",
       "6          -0.016203      -0.018905      -0.066905      -0.096237   \n",
       "7          -0.017455      -0.019612      -0.065501      -0.093367   \n",
       "8          -0.019605      -0.022970      -0.066008      -0.095448   \n",
       "9          -0.139211      -0.094158       0.033845       0.192956   \n",
       "10         -0.148713      -0.115195       0.001962       0.160804   \n",
       "11         -0.138029      -0.118641      -0.013491       0.147415   \n",
       "12         -0.115574      -0.115808      -0.023420       0.140376   \n",
       "13         -0.089215      -0.120882      -0.040756       0.123770   \n",
       "14         -0.068132      -0.123334      -0.053706       0.111270   \n",
       "15         -0.044359      -0.112788      -0.055484       0.111824   \n",
       "16         -0.024146      -0.106109      -0.061225       0.105245   \n",
       "17         -0.011474      -0.108711      -0.071010       0.092102   \n",
       "18         -0.000424      -0.001230       0.015394      -0.004298   \n",
       "19         -0.005571      -0.004382       0.009892      -0.005544   \n",
       "20         -0.008252      -0.006995       0.003863      -0.006411   \n",
       "21         -0.011890      -0.010289      -0.003238      -0.009672   \n",
       "22         -0.010413      -0.008262      -0.004045      -0.006507   \n",
       "23         -0.000749       0.002307       0.004207       0.005347   \n",
       "24          0.006111       0.010632       0.010599       0.015234   \n",
       "25          0.012259       0.016860       0.016866       0.023642   \n",
       "26          0.021474       0.023834       0.026048       0.034501   \n",
       "27          0.008897       0.009990       0.023160       0.019548   \n",
       "28          0.005653       0.008136       0.021496       0.018133   \n",
       "29          0.003767       0.009485       0.020582       0.017981   \n",
       "...              ...            ...            ...            ...   \n",
       "36429       0.006247       0.007041      -0.003827      -0.015474   \n",
       "36430       0.005497       0.006855      -0.003056      -0.014788   \n",
       "36431       0.003562       0.003763      -0.004962      -0.016866   \n",
       "36432      -0.006830      -0.021442      -0.021003      -0.025498   \n",
       "36433      -0.011557      -0.023874      -0.026349      -0.031575   \n",
       "36434      -0.014311      -0.024191      -0.028984      -0.035857   \n",
       "36435      -0.015881      -0.023822      -0.033197      -0.039532   \n",
       "36436      -0.015753      -0.020931      -0.034822      -0.040679   \n",
       "36437      -0.013911      -0.016778      -0.035515      -0.040592   \n",
       "36438      -0.007945      -0.011505      -0.033418      -0.038083   \n",
       "36439      -0.000106      -0.004724      -0.025434      -0.030789   \n",
       "36440       0.010696       0.005733      -0.012117      -0.019096   \n",
       "36441       0.009547       0.005351      -0.000952      -0.039293   \n",
       "36442       0.007465       0.005725      -0.002278      -0.039248   \n",
       "36443       0.001533       0.001072      -0.008101      -0.040971   \n",
       "36444      -0.005080      -0.002996      -0.014322      -0.040910   \n",
       "36445      -0.008533      -0.005886      -0.018026      -0.038362   \n",
       "36446      -0.009741      -0.006865      -0.019833      -0.036221   \n",
       "36447      -0.007584      -0.003781      -0.017167      -0.031582   \n",
       "36448      -0.006316      -0.002826      -0.015199      -0.029337   \n",
       "36449      -0.001216       0.001281      -0.007962      -0.024224   \n",
       "36450      -0.016832      -0.020192      -0.011859      -0.039282   \n",
       "36451      -0.025762      -0.029672      -0.020959      -0.045516   \n",
       "36452      -0.026183      -0.031026      -0.022266      -0.043478   \n",
       "36453      -0.022591      -0.028454      -0.022276      -0.038914   \n",
       "36454      -0.019250      -0.026978      -0.023468      -0.035453   \n",
       "36455      -0.011120      -0.018249      -0.020169      -0.028514   \n",
       "36456       0.001869      -0.004032      -0.009461      -0.014221   \n",
       "36457       0.011742       0.005582       0.000590      -0.002889   \n",
       "36458       0.022830       0.015304       0.013121       0.009296   \n",
       "\n",
       "       SMA_5_89_DIFF  SMA_5_144_DIFF  SMA_5_233_DIFF  SMA_5_377_DIFF  \\\n",
       "0          -0.103520       -0.090219        0.002852        0.211805   \n",
       "1          -0.106575       -0.091436       -0.001765        0.206203   \n",
       "2          -0.114714       -0.098463       -0.012122        0.193262   \n",
       "3          -0.120351       -0.103208       -0.019360        0.183771   \n",
       "4          -0.125215       -0.107146       -0.026021        0.175478   \n",
       "5          -0.128488       -0.109596       -0.030850        0.169124   \n",
       "6          -0.131892       -0.112050       -0.035988        0.162463   \n",
       "7          -0.133977       -0.113140       -0.039162        0.157820   \n",
       "8          -0.138865       -0.117348       -0.045760        0.149103   \n",
       "9           0.296979        0.377900        0.481185        0.514989   \n",
       "10          0.266665        0.346018        0.447912        0.482979   \n",
       "11          0.256103        0.335161        0.437270        0.474068   \n",
       "12          0.252787        0.332370        0.435331        0.474263   \n",
       "13          0.239016        0.318150        0.420908        0.461493   \n",
       "14          0.230756        0.309512        0.412508        0.454927   \n",
       "15          0.236841        0.316785        0.421434        0.466424   \n",
       "16          0.233991        0.314833        0.420257        0.467341   \n",
       "17          0.222872        0.304340        0.409816        0.458509   \n",
       "18         -0.065535       -0.114245       -0.140955       -0.141818   \n",
       "19         -0.068067       -0.116648       -0.144486       -0.145440   \n",
       "20         -0.069814       -0.118421       -0.147385       -0.148346   \n",
       "21         -0.072597       -0.121357       -0.151355       -0.152244   \n",
       "22         -0.068937       -0.117978       -0.149225       -0.150041   \n",
       "23         -0.056676       -0.106322       -0.139105       -0.139905   \n",
       "24         -0.046271       -0.096502       -0.130818       -0.131560   \n",
       "25         -0.036569       -0.087277       -0.123194       -0.123901   \n",
       "26         -0.024492       -0.075956       -0.113807       -0.114509   \n",
       "27          0.011179       -0.033511       -0.062319       -0.077205   \n",
       "28          0.010626       -0.033247       -0.063827       -0.077714   \n",
       "29          0.011522       -0.031328       -0.063815       -0.076658   \n",
       "...              ...             ...             ...             ...   \n",
       "36429      -0.020507       -0.048604       -0.088476       -0.087039   \n",
       "36430      -0.019981       -0.047666       -0.088402       -0.087235   \n",
       "36431      -0.022834       -0.050015       -0.091611       -0.090705   \n",
       "36432      -0.005598       -0.030179       -0.083696       -0.003686   \n",
       "36433      -0.011999       -0.034540       -0.088914       -0.011245   \n",
       "36434      -0.015854       -0.036926       -0.092122       -0.016393   \n",
       "36435      -0.019077       -0.039023       -0.094886       -0.021005   \n",
       "36436      -0.018962       -0.038020       -0.094689       -0.022658   \n",
       "36437      -0.018451       -0.036684       -0.093900       -0.023844   \n",
       "36438      -0.015542       -0.033052       -0.091090       -0.022686   \n",
       "36439      -0.007862       -0.024230       -0.083677       -0.016550   \n",
       "36440       0.004621       -0.010431       -0.071641       -0.005420   \n",
       "36441      -0.081830       -0.120802       -0.129061       -0.148639   \n",
       "36442      -0.081646       -0.120534       -0.130099       -0.149835   \n",
       "36443      -0.085079       -0.123632       -0.134653       -0.154120   \n",
       "36444      -0.088710       -0.127348       -0.139627       -0.158719   \n",
       "36445      -0.090370       -0.129141       -0.142796       -0.161469   \n",
       "36446      -0.090147       -0.128793       -0.144065       -0.162461   \n",
       "36447      -0.085644       -0.124109       -0.141207       -0.159412   \n",
       "36448      -0.082703       -0.120609       -0.139375       -0.157428   \n",
       "36449      -0.075861       -0.113207       -0.133779       -0.151880   \n",
       "36450      -0.108167       -0.082640       -0.028748       -0.043965   \n",
       "36451      -0.116302       -0.093353       -0.040231       -0.054695   \n",
       "36452      -0.115876       -0.095472       -0.042517       -0.056261   \n",
       "36453      -0.112542       -0.094340       -0.041257       -0.054248   \n",
       "36454      -0.109248       -0.093730       -0.040604       -0.052869   \n",
       "36455      -0.101998       -0.089244       -0.035721       -0.047396   \n",
       "36456      -0.087926       -0.077571       -0.023164       -0.034242   \n",
       "36457      -0.075565       -0.067864       -0.012732       -0.023155   \n",
       "36458      -0.062492       -0.056535       -0.000588       -0.010428   \n",
       "\n",
       "       SMA_13_21_DIFF  SMA_13_34_DIFF  SMA_13_55_DIFF  SMA_13_89_DIFF  \\\n",
       "0           -0.034942       -0.054429       -0.111681       -0.111023   \n",
       "1           -0.030399       -0.053591       -0.108756       -0.113303   \n",
       "2           -0.025756       -0.054116       -0.104536       -0.115262   \n",
       "3           -0.018686       -0.054108       -0.098001       -0.115741   \n",
       "4           -0.012898       -0.053022       -0.091319       -0.115333   \n",
       "5           -0.007040       -0.053266       -0.086693       -0.116867   \n",
       "6           -0.002747       -0.051537       -0.081352       -0.117594   \n",
       "7           -0.002195       -0.048900       -0.077260       -0.118593   \n",
       "8           -0.003432       -0.047330       -0.077359       -0.121645   \n",
       "9            0.052339        0.201044        0.385888        0.506733   \n",
       "10           0.039374        0.176998        0.363588        0.487942   \n",
       "11           0.022492        0.144480        0.331152        0.457244   \n",
       "12          -0.000264        0.104196        0.289397        0.416497   \n",
       "13          -0.034769        0.053206        0.233847        0.360383   \n",
       "14          -0.059239        0.015481        0.192518        0.320740   \n",
       "15          -0.071606       -0.011642        0.163432        0.294252   \n",
       "16          -0.083991       -0.037997        0.132592        0.264524   \n",
       "17          -0.098365       -0.060227        0.104778        0.237066   \n",
       "18          -0.000806        0.015825       -0.003876       -0.065139   \n",
       "19           0.001196        0.015550        0.000027       -0.062846   \n",
       "20           0.001267        0.012215        0.001857       -0.062074   \n",
       "21           0.001620        0.008756        0.002244       -0.061438   \n",
       "22           0.002173        0.006435        0.003947       -0.059139   \n",
       "23           0.003058        0.004960        0.006101       -0.055968   \n",
       "24           0.004493        0.004460        0.009067       -0.052064   \n",
       "25           0.004545        0.004551        0.011246       -0.048236   \n",
       "26           0.002311        0.004478        0.012754       -0.045000   \n",
       "27           0.001083        0.014137        0.010557        0.002262   \n",
       "28           0.002469        0.015754        0.012409        0.004945   \n",
       "29           0.005697        0.016751        0.014161        0.007726   \n",
       "...               ...             ...             ...             ...   \n",
       "36429        0.000790       -0.010011       -0.021586       -0.026588   \n",
       "36430        0.001351       -0.008506       -0.020174       -0.025338   \n",
       "36431        0.000201       -0.008493       -0.020355       -0.026302   \n",
       "36432       -0.014712       -0.014271       -0.018796        0.001241   \n",
       "36433       -0.012460       -0.014964       -0.020252       -0.000447   \n",
       "36434       -0.010023       -0.014885       -0.021858       -0.001565   \n",
       "36435       -0.008070       -0.017596       -0.024033       -0.003248   \n",
       "36436       -0.005261       -0.019374       -0.025325       -0.003260   \n",
       "36437       -0.002907       -0.021909       -0.027057       -0.004603   \n",
       "36438       -0.003589       -0.025677       -0.030379       -0.007657   \n",
       "36439       -0.004619       -0.025331       -0.030686       -0.007757   \n",
       "36440       -0.004911       -0.022572       -0.029477       -0.006012   \n",
       "36441       -0.004156       -0.010399       -0.048378       -0.090513   \n",
       "36442       -0.001727       -0.009670       -0.046367       -0.088450   \n",
       "36443       -0.000460       -0.009619       -0.042439       -0.086479   \n",
       "36444        0.002094       -0.009289       -0.036013       -0.084057   \n",
       "36445        0.002670       -0.009574       -0.030085       -0.082541   \n",
       "36446        0.002903       -0.010192       -0.026740       -0.081198   \n",
       "36447        0.003832       -0.009657       -0.024182       -0.078656   \n",
       "36448        0.003512       -0.008940       -0.023168       -0.076873   \n",
       "36449        0.002500       -0.006754       -0.023037       -0.074736   \n",
       "36450       -0.003417        0.005059       -0.022834       -0.092898   \n",
       "36451       -0.004013        0.004930       -0.020277       -0.092935   \n",
       "36452       -0.004974        0.004022       -0.017760       -0.092104   \n",
       "36453       -0.005998        0.000322       -0.016700       -0.092030   \n",
       "36454       -0.007880       -0.004301       -0.016521       -0.091765   \n",
       "36455       -0.007209       -0.009150       -0.017589       -0.091899   \n",
       "36456       -0.005890       -0.011308       -0.016060       -0.089627   \n",
       "36457       -0.006089       -0.011023       -0.014462       -0.086294   \n",
       "36458       -0.007358       -0.009492       -0.013232       -0.083418   \n",
       "\n",
       "       SMA_13_144_DIFF  SMA_13_233_DIFF  SMA_13_377_DIFF  SMA_21_34_DIFF  \\\n",
       "0            -0.097833        -0.005541         0.201663       -0.020193   \n",
       "1            -0.098277        -0.009282         0.197120       -0.023919   \n",
       "2            -0.099021        -0.012733         0.192523       -0.029110   \n",
       "3            -0.098508        -0.014221         0.189975       -0.036096   \n",
       "4            -0.097059        -0.015018         0.188758       -0.040648   \n",
       "5            -0.097724        -0.017927         0.184713       -0.046553   \n",
       "6            -0.097426        -0.020111         0.181610       -0.048925   \n",
       "7            -0.097385        -0.022093         0.178389       -0.046807   \n",
       "8            -0.099697        -0.026677         0.172082       -0.044049   \n",
       "9             0.600742         0.720729         0.760001        0.141308   \n",
       "10            0.581158         0.700851         0.742045        0.132410   \n",
       "11            0.548963         0.667423         0.710113        0.119304   \n",
       "12            0.506479         0.622895         0.666915        0.104488   \n",
       "13            0.447268         0.560092         0.604653        0.091144   \n",
       "14            0.405255         0.515781         0.561302        0.079424   \n",
       "15            0.377907         0.487413         0.534492        0.064589   \n",
       "16            0.347366         0.455399         0.503648        0.050212   \n",
       "17            0.319480         0.426181         0.475439        0.042299   \n",
       "18           -0.113869        -0.140591        -0.141454        0.016645   \n",
       "19           -0.111699        -0.139693        -0.140653        0.014337   \n",
       "20           -0.111086        -0.140291        -0.141259        0.010934   \n",
       "21           -0.110785        -0.141143        -0.142043        0.007124   \n",
       "22           -0.108696        -0.140273        -0.141097        0.004253   \n",
       "23           -0.105652        -0.138459        -0.139259        0.001896   \n",
       "24           -0.101989        -0.136097        -0.136835       -0.000033   \n",
       "25           -0.098330        -0.133812        -0.134511        0.000006   \n",
       "26           -0.095382        -0.132437        -0.133124        0.002162   \n",
       "27           -0.042034        -0.070588        -0.085342        0.013039   \n",
       "28           -0.038681        -0.069090        -0.082898        0.013252   \n",
       "29           -0.034964        -0.067329        -0.080123        0.010992   \n",
       "...                ...              ...              ...             ...   \n",
       "36429        -0.054510        -0.094134        -0.092706       -0.010793   \n",
       "36430        -0.052872        -0.093386        -0.092225       -0.009844   \n",
       "36431        -0.053387        -0.094835        -0.093932       -0.008692   \n",
       "36432        -0.023510        -0.077394         0.003166        0.000448   \n",
       "36433        -0.023251        -0.078261         0.000316       -0.002536   \n",
       "36434        -0.022943        -0.078940        -0.002112       -0.004912   \n",
       "36435        -0.023516        -0.080281        -0.005208       -0.009603   \n",
       "36436        -0.022623        -0.080199        -0.007015       -0.014188   \n",
       "36437        -0.023093        -0.081117        -0.010073       -0.019057   \n",
       "36438        -0.025308        -0.083811        -0.014859       -0.022168   \n",
       "36439        -0.024127        -0.083580        -0.016446       -0.020808   \n",
       "36440        -0.020904        -0.081466        -0.015946       -0.017748   \n",
       "36441        -0.129116        -0.137297        -0.156690       -0.006270   \n",
       "36442        -0.127051        -0.136545        -0.156134       -0.007957   \n",
       "36443        -0.124973        -0.135977        -0.155415       -0.009163   \n",
       "36444        -0.122892        -0.135234        -0.154424       -0.011359   \n",
       "36445        -0.121646        -0.135418        -0.154252       -0.012211   \n",
       "36446        -0.120223        -0.135646        -0.154222       -0.013058   \n",
       "36447        -0.117415        -0.134645        -0.152988       -0.013438   \n",
       "36448        -0.115020        -0.133905        -0.152073       -0.012408   \n",
       "36449        -0.112128        -0.132725        -0.150847       -0.009231   \n",
       "36450        -0.066934        -0.012119        -0.027597        0.008505   \n",
       "36451        -0.069379        -0.014851        -0.029698        0.008979   \n",
       "36452        -0.071152        -0.016773        -0.030887        0.009040   \n",
       "36453        -0.073407        -0.019098        -0.032388        0.006358   \n",
       "36454        -0.075942        -0.021773        -0.034279        0.003607   \n",
       "36455        -0.079002        -0.024878        -0.036684       -0.001955   \n",
       "36456        -0.079292        -0.024986        -0.036043       -0.005450   \n",
       "36457        -0.078683        -0.024191        -0.034493       -0.004965   \n",
       "36458        -0.077594        -0.022895        -0.032516       -0.002150   \n",
       "\n",
       "       SMA_21_55_DIFF  SMA_21_89_DIFF  SMA_21_144_DIFF  SMA_21_233_DIFF  \\\n",
       "0           -0.079517       -0.078835        -0.065167         0.030466   \n",
       "1           -0.080813       -0.085503        -0.070006         0.021779   \n",
       "2           -0.080863       -0.091872        -0.075202         0.013367   \n",
       "3           -0.080826       -0.098903        -0.081342         0.004550   \n",
       "4           -0.079446       -0.103773        -0.085261        -0.002148   \n",
       "5           -0.080218       -0.110606        -0.091326        -0.010964   \n",
       "6           -0.078822       -0.115163        -0.094940        -0.017412   \n",
       "7           -0.075230       -0.116653        -0.095399        -0.019941   \n",
       "8           -0.074181       -0.118620        -0.096597        -0.023325   \n",
       "9            0.316959        0.431794         0.521127         0.635147   \n",
       "10           0.311931        0.431574         0.521259         0.636418   \n",
       "11           0.301870        0.425189         0.514890         0.630744   \n",
       "12           0.289738        0.416872         0.506877         0.623324   \n",
       "13           0.278292        0.409386         0.499401         0.616289   \n",
       "14           0.267610        0.403906         0.493742         0.611228   \n",
       "15           0.253166        0.394076         0.484184         0.602136   \n",
       "16           0.236443        0.380472         0.470910         0.588848   \n",
       "17           0.225306        0.372026         0.463430         0.581772   \n",
       "18          -0.003072       -0.064384        -0.113154        -0.139897   \n",
       "19          -0.001168       -0.063966        -0.112760        -0.140721   \n",
       "20           0.000588       -0.063262        -0.112211        -0.141379   \n",
       "21           0.000623       -0.062956        -0.112223        -0.142533   \n",
       "22           0.001770       -0.061180        -0.110629        -0.142137   \n",
       "23           0.003033       -0.058846        -0.108378        -0.141086   \n",
       "24           0.004554       -0.056304        -0.106006        -0.139961   \n",
       "25           0.006670       -0.052543        -0.102410        -0.137732   \n",
       "26           0.010419       -0.047202        -0.097468        -0.134437   \n",
       "27           0.009463        0.001178        -0.043071        -0.071593   \n",
       "28           0.009916        0.002470        -0.041049        -0.071382   \n",
       "29           0.008416        0.002018        -0.040430        -0.072612   \n",
       "...               ...             ...              ...              ...   \n",
       "36429       -0.022358       -0.027356        -0.055256        -0.094849   \n",
       "36430       -0.021496       -0.026653        -0.054150        -0.094609   \n",
       "36431       -0.020552       -0.026497        -0.053577        -0.095017   \n",
       "36432       -0.004145        0.016191        -0.008928        -0.063618   \n",
       "36433       -0.007890        0.012165        -0.010927        -0.066631   \n",
       "36434       -0.011955        0.008543        -0.013051        -0.069615   \n",
       "36435       -0.016093        0.004861        -0.015572        -0.072798   \n",
       "36436       -0.020170        0.002011        -0.017455        -0.075334   \n",
       "36437       -0.024221       -0.001701        -0.020245        -0.078438   \n",
       "36438       -0.026887       -0.004084        -0.021797        -0.080511   \n",
       "36439       -0.026188       -0.003153        -0.019598        -0.079328   \n",
       "36440       -0.024688       -0.001106        -0.016072        -0.076932   \n",
       "36441       -0.044407       -0.086718        -0.125482        -0.133697   \n",
       "36442       -0.044717       -0.086874        -0.125541        -0.135051   \n",
       "36443       -0.041999       -0.086059        -0.124570        -0.135580   \n",
       "36444       -0.038028       -0.085971        -0.124725        -0.137041   \n",
       "36445       -0.032668       -0.084984        -0.123985        -0.137720   \n",
       "36446       -0.029558       -0.083858        -0.122770        -0.138148   \n",
       "36447       -0.027907       -0.082174        -0.120785        -0.137948   \n",
       "36448       -0.026586       -0.080103        -0.118117        -0.136936   \n",
       "36449       -0.025473       -0.077043        -0.114342        -0.134888   \n",
       "36450       -0.019483       -0.089788        -0.063735        -0.008732   \n",
       "36451       -0.016329       -0.089279        -0.065629        -0.010882   \n",
       "36452       -0.012851       -0.087566        -0.066509        -0.011859   \n",
       "36453       -0.010767       -0.086551        -0.067816        -0.013179   \n",
       "36454       -0.008710       -0.084551        -0.068603        -0.014004   \n",
       "36455       -0.010456       -0.085305        -0.072315        -0.017797   \n",
       "36456       -0.010230       -0.084233        -0.073836        -0.019209   \n",
       "36457       -0.008425       -0.080697        -0.073039        -0.018213   \n",
       "36458       -0.005917       -0.076624        -0.070757        -0.015652   \n",
       "\n",
       "       SMA_21_377_DIFF  SMA_34_55_DIFF  SMA_34_89_DIFF  SMA_34_144_DIFF  \\\n",
       "0             0.245173       -0.060547       -0.059851        -0.045902   \n",
       "1             0.234653       -0.058288       -0.063093        -0.047217   \n",
       "2             0.224050       -0.053305       -0.064644        -0.047474   \n",
       "3             0.212634       -0.046404       -0.065159        -0.046940   \n",
       "4             0.204291       -0.040441       -0.065800        -0.046503   \n",
       "5             0.193113       -0.035308       -0.067180        -0.046959   \n",
       "6             0.184864       -0.031435       -0.069646        -0.048382   \n",
       "7             0.180981       -0.029819       -0.073276        -0.050978   \n",
       "8             0.176119       -0.031520       -0.078007        -0.054969   \n",
       "9             0.672465        0.153903        0.254520         0.332792   \n",
       "10            0.676051        0.158531        0.264184         0.343382   \n",
       "11            0.672495        0.163106        0.273281         0.353421   \n",
       "12            0.667356        0.167725        0.282832         0.364323   \n",
       "13            0.662454        0.171516        0.291659         0.374155   \n",
       "14            0.659615        0.174339        0.300606         0.383832   \n",
       "15            0.652845        0.177136        0.309497         0.394138   \n",
       "16            0.641522        0.177327        0.314470         0.400584   \n",
       "17            0.636404        0.175580        0.316346         0.404041   \n",
       "18           -0.140761       -0.019393       -0.079702        -0.127674   \n",
       "19           -0.141679       -0.015286       -0.077196        -0.125300   \n",
       "20           -0.142346       -0.010234       -0.073393        -0.121813   \n",
       "21           -0.143431       -0.006455       -0.069585        -0.118503   \n",
       "22           -0.142959       -0.002472       -0.065155        -0.114396   \n",
       "23           -0.141884        0.001135       -0.060627        -0.110066   \n",
       "24           -0.140696        0.004587       -0.056273        -0.105977   \n",
       "25           -0.138427        0.006664       -0.052549        -0.102416   \n",
       "26           -0.135122        0.008239       -0.049257        -0.099415   \n",
       "27           -0.086332       -0.003530       -0.011709        -0.055388   \n",
       "28           -0.085157       -0.003292       -0.010641        -0.053591   \n",
       "29           -0.085334       -0.002548       -0.008877        -0.050863   \n",
       "...                ...             ...             ...              ...   \n",
       "36429        -0.093422       -0.011692       -0.016744        -0.044949   \n",
       "36430        -0.093450       -0.011768       -0.016976        -0.044746   \n",
       "36431        -0.094114       -0.011964       -0.017961        -0.045278   \n",
       "36432         0.018145       -0.004591        0.015736        -0.009373   \n",
       "36433         0.012937       -0.005368        0.014738        -0.008413   \n",
       "36434         0.007991       -0.007078        0.013521        -0.008179   \n",
       "36435         0.002885       -0.006553        0.014604        -0.006026   \n",
       "36436        -0.001764       -0.006069        0.016432        -0.003314   \n",
       "36437        -0.007187       -0.005264        0.017693        -0.001211   \n",
       "36438        -0.011311       -0.004826        0.018495         0.000379   \n",
       "36439        -0.011882       -0.005495        0.018030         0.001235   \n",
       "36440        -0.011090       -0.007065        0.016943         0.001707   \n",
       "36441        -0.153170       -0.038378       -0.080956        -0.119964   \n",
       "36442        -0.154675       -0.037055       -0.079549        -0.118526   \n",
       "36443        -0.155026       -0.033139       -0.077607        -0.116474   \n",
       "36444        -0.156191       -0.026975       -0.075469        -0.114668   \n",
       "36445        -0.156504       -0.020709       -0.073672        -0.113155   \n",
       "36446        -0.156671       -0.016719       -0.071737        -0.111164   \n",
       "36447        -0.156222       -0.014667       -0.069672        -0.108809   \n",
       "36448        -0.155040       -0.014356       -0.068546        -0.107037   \n",
       "36449        -0.152965       -0.016393       -0.068444        -0.106091   \n",
       "36450        -0.024263       -0.027752       -0.097464        -0.071631   \n",
       "36451        -0.025788       -0.025083       -0.097384        -0.073944   \n",
       "36452        -0.026043       -0.021695       -0.095741        -0.074873   \n",
       "36453        -0.026549       -0.017017       -0.092322        -0.073705   \n",
       "36454        -0.026609       -0.012273       -0.087842        -0.071951   \n",
       "36455        -0.029689       -0.008517       -0.083513        -0.070497   \n",
       "36456        -0.030332       -0.004806       -0.079215        -0.068761   \n",
       "36457        -0.028578       -0.003477       -0.076110        -0.068413   \n",
       "36458        -0.025344       -0.003775       -0.074634        -0.068754   \n",
       "\n",
       "       SMA_34_233_DIFF  SMA_34_377_DIFF  SMA_55_89_DIFF  SMA_55_144_DIFF  \\\n",
       "0             0.051703         0.270834        0.000741         0.015589   \n",
       "1             0.046818         0.264908       -0.005102         0.011757   \n",
       "2             0.043750         0.260750       -0.011978         0.006159   \n",
       "3             0.042168         0.258045       -0.019667        -0.000562   \n",
       "4             0.040132         0.255317       -0.026427        -0.006317   \n",
       "5             0.037327         0.251368       -0.033039        -0.012078   \n",
       "6             0.033134         0.245815       -0.039451        -0.017497   \n",
       "7             0.028185         0.238974       -0.044793        -0.021810   \n",
       "8             0.021679         0.230314       -0.047999        -0.024211   \n",
       "9             0.432695         0.465393        0.087197         0.155030   \n",
       "10            0.445076         0.480075        0.091196         0.159557   \n",
       "11            0.456926         0.494227        0.094724         0.163626   \n",
       "12            0.469753         0.509619        0.098574         0.168360   \n",
       "13            0.481279         0.523588        0.102554         0.172972   \n",
       "14            0.492674         0.537500        0.107522         0.178392   \n",
       "15            0.504934         0.552566        0.112443         0.184347   \n",
       "16            0.512884         0.563039        0.116487         0.189630   \n",
       "17            0.517581         0.569995        0.119741         0.194339   \n",
       "18           -0.153979        -0.154828       -0.061501        -0.110422   \n",
       "19           -0.152866        -0.153811       -0.062871        -0.111723   \n",
       "20           -0.150666        -0.151623       -0.063812        -0.112733   \n",
       "21           -0.148598        -0.149490       -0.063539        -0.112776   \n",
       "22           -0.145770        -0.146589       -0.062839        -0.112201   \n",
       "23           -0.142712        -0.143508       -0.061692        -0.111075   \n",
       "24           -0.139933        -0.140668       -0.060582        -0.110059   \n",
       "25           -0.137737        -0.138432       -0.058821        -0.108358   \n",
       "26           -0.136305        -0.136988       -0.057026        -0.106774   \n",
       "27           -0.083544        -0.098093       -0.008208        -0.052042   \n",
       "28           -0.083527        -0.097122       -0.007373        -0.050465   \n",
       "29           -0.082695        -0.095278       -0.006345        -0.048439   \n",
       "...                ...              ...             ...              ...   \n",
       "36429        -0.084973        -0.083531       -0.005112        -0.033650   \n",
       "36430        -0.085608        -0.084437       -0.005270        -0.033371   \n",
       "36431        -0.087082        -0.086171       -0.006070        -0.033718   \n",
       "36432        -0.064038         0.017689        0.020420        -0.004804   \n",
       "36433        -0.064259         0.015512        0.020214        -0.003062   \n",
       "36434        -0.065023         0.012966        0.020746        -0.001109   \n",
       "36435        -0.063808         0.012610        0.021296         0.000530   \n",
       "36436        -0.062027         0.012603        0.022638         0.002772   \n",
       "36437        -0.060535         0.012101        0.023079         0.004074   \n",
       "36438        -0.059666         0.011104        0.023434         0.005230   \n",
       "36439        -0.059763         0.009116        0.023655         0.006767   \n",
       "36440        -0.060254         0.006779        0.024179         0.008834   \n",
       "36441        -0.128231        -0.147827       -0.044277        -0.084843   \n",
       "36442        -0.128114        -0.147894       -0.044130        -0.084607   \n",
       "36443        -0.127585        -0.147212       -0.045992        -0.086192   \n",
       "36444        -0.127126        -0.146495       -0.049839        -0.090124   \n",
       "36445        -0.127060        -0.146076       -0.054083        -0.094401   \n",
       "36446        -0.126746        -0.145513       -0.055953        -0.096051   \n",
       "36447        -0.126207        -0.144729       -0.055825        -0.095544   \n",
       "36448        -0.126093        -0.144424       -0.054979        -0.094031   \n",
       "36449        -0.126828        -0.145073       -0.052918        -0.091192   \n",
       "36450        -0.017092        -0.032491       -0.071701        -0.045131   \n",
       "36451        -0.019684        -0.034458       -0.074162        -0.050118   \n",
       "36452        -0.020712        -0.034769       -0.075688        -0.054357   \n",
       "36453        -0.019413        -0.032700       -0.076609        -0.057670   \n",
       "36454        -0.017548        -0.030108       -0.076508        -0.060419   \n",
       "36455        -0.015873        -0.027788       -0.075640        -0.062512   \n",
       "36456        -0.013834        -0.025018       -0.074768        -0.064264   \n",
       "36457        -0.013314        -0.023731       -0.072886        -0.065163   \n",
       "36458        -0.013531        -0.023244       -0.071128        -0.065225   \n",
       "\n",
       "       SMA_55_233_DIFF  SMA_55_377_DIFF  SMA_89_144_DIFF  SMA_89_233_DIFF  \\\n",
       "0             0.119485         0.352739         0.014838         0.118656   \n",
       "1             0.111612         0.343201         0.016945         0.117312   \n",
       "2             0.102520         0.331738         0.018357         0.115886   \n",
       "3             0.092883         0.319265         0.019489         0.114808   \n",
       "4             0.083969         0.308223         0.020656         0.113393   \n",
       "5             0.075293         0.297169         0.021677         0.112033   \n",
       "6             0.066665         0.286249         0.022856         0.110474   \n",
       "7             0.059787         0.277055         0.024061         0.109484   \n",
       "8             0.054931         0.270356         0.024987         0.108120   \n",
       "9             0.241608         0.269945         0.062392         0.142027   \n",
       "10            0.247335         0.277545         0.062648         0.143090   \n",
       "11            0.252617         0.284686         0.062940         0.144230   \n",
       "12            0.258647         0.292787         0.063524         0.145710   \n",
       "13            0.264412         0.300528         0.063868         0.146803   \n",
       "14            0.271076         0.309247         0.063990         0.147675   \n",
       "15            0.278470         0.318935         0.064636         0.149246   \n",
       "16            0.285016         0.327617         0.065512         0.150946   \n",
       "17            0.290920         0.335506         0.066620         0.152874   \n",
       "18           -0.137247        -0.138114        -0.052126        -0.080710   \n",
       "19           -0.139716        -0.140676        -0.052129        -0.082001   \n",
       "20           -0.141884        -0.142851        -0.052255        -0.083394   \n",
       "21           -0.143066        -0.143964        -0.052577        -0.084923   \n",
       "22           -0.143653        -0.144474        -0.052672        -0.086233   \n",
       "23           -0.143683        -0.144479        -0.052629        -0.087382   \n",
       "24           -0.143860        -0.144591        -0.052668        -0.088648   \n",
       "25           -0.143445        -0.144136        -0.052633        -0.089913   \n",
       "26           -0.143363        -0.144040        -0.052756        -0.091557   \n",
       "27           -0.080297        -0.094898        -0.044196        -0.072685   \n",
       "28           -0.080500        -0.094140        -0.043411        -0.073670   \n",
       "29           -0.080352        -0.092967        -0.042363        -0.074480   \n",
       "...                ...              ...              ...              ...   \n",
       "36429        -0.074149        -0.072689        -0.028685        -0.069391   \n",
       "36430        -0.074719        -0.073534        -0.028250        -0.069817   \n",
       "36431        -0.076028        -0.075106        -0.027816        -0.070384   \n",
       "36432        -0.059721         0.022383        -0.024720        -0.078538   \n",
       "36433        -0.059209         0.020993        -0.022815        -0.077849   \n",
       "36434        -0.058358         0.020187        -0.021411        -0.077496   \n",
       "36435        -0.057633         0.019289        -0.020333        -0.077283   \n",
       "36436        -0.056299         0.018785        -0.019427        -0.077190   \n",
       "36437        -0.055564         0.017457        -0.018576        -0.076868   \n",
       "36438        -0.055106         0.016007        -0.017787        -0.076741   \n",
       "36439        -0.054568         0.014692        -0.016498        -0.076416   \n",
       "36440        -0.053567         0.013942        -0.014982        -0.075910   \n",
       "36441        -0.093439        -0.113818        -0.042445        -0.051440   \n",
       "36442        -0.094563        -0.115105        -0.042346        -0.052761   \n",
       "36443        -0.097684        -0.117983        -0.042137        -0.054183   \n",
       "36444        -0.102928        -0.122834        -0.042399        -0.055874   \n",
       "36445        -0.108600        -0.128018        -0.042623        -0.057634   \n",
       "36446        -0.111898        -0.130984        -0.042475        -0.059260   \n",
       "36447        -0.113200        -0.131999        -0.042068        -0.060768   \n",
       "36448        -0.113364        -0.131962        -0.041324        -0.061782   \n",
       "36449        -0.112275        -0.130824        -0.040413        -0.062673   \n",
       "36450         0.010965        -0.004874         0.028623         0.089052   \n",
       "36451         0.005538        -0.009616         0.025969         0.086083   \n",
       "36452         0.001005        -0.013364         0.023078         0.082973   \n",
       "36453        -0.002438        -0.015955         0.020510         0.080324   \n",
       "36454        -0.005341        -0.018056         0.017421         0.077063   \n",
       "36455        -0.007419        -0.019436         0.014202         0.073804   \n",
       "36456        -0.009072        -0.020310         0.011353         0.071005   \n",
       "36457        -0.009871        -0.020325         0.008331         0.067969   \n",
       "36458        -0.009793        -0.019543         0.006354         0.066031   \n",
       "\n",
       "       SMA_89_377_DIFF  SMA_144_233_DIFF  SMA_144_377_DIFF  SMA_233_377_DIFF  \\\n",
       "0             0.351737          0.102300          0.331974          0.208358   \n",
       "1             0.350089          0.098694          0.327592          0.208336   \n",
       "2             0.347883          0.095771          0.323586          0.207904   \n",
       "3             0.345732          0.093497          0.320006          0.207142   \n",
       "4             0.343735          0.090860          0.316540          0.206883   \n",
       "5             0.341490          0.088439          0.313027          0.206340   \n",
       "6             0.339076          0.085660          0.309155          0.205860   \n",
       "7             0.336940          0.083416          0.305528          0.205011   \n",
       "8             0.334406          0.081106          0.301876          0.204207   \n",
       "9             0.168091          0.074958          0.099491          0.022822   \n",
       "10            0.170775          0.075700          0.101753          0.024219   \n",
       "11            0.173525          0.076477          0.104037          0.025602   \n",
       "12            0.176787          0.077277          0.106497          0.027124   \n",
       "13            0.179559          0.077956          0.108746          0.028563   \n",
       "14            0.182141          0.078652          0.111045          0.030031   \n",
       "15            0.185621          0.079473          0.113639          0.031651   \n",
       "16            0.189102          0.080181          0.115991          0.033152   \n",
       "17            0.192692          0.080866          0.118197          0.034538   \n",
       "18           -0.081633         -0.030155         -0.031129         -0.001004   \n",
       "19           -0.083024         -0.031515         -0.032595         -0.001115   \n",
       "20           -0.084426         -0.032855         -0.033944         -0.001126   \n",
       "21           -0.085882         -0.034141         -0.035153         -0.001048   \n",
       "22           -0.087109         -0.035427         -0.036352         -0.000959   \n",
       "23           -0.088229         -0.036683         -0.037578         -0.000929   \n",
       "24           -0.089427         -0.037981         -0.038803         -0.000854   \n",
       "25           -0.090647         -0.039351         -0.040126         -0.000806   \n",
       "26           -0.092276         -0.040962         -0.041721         -0.000791   \n",
       "27           -0.087407         -0.029806         -0.045209         -0.015875   \n",
       "28           -0.087411         -0.031632         -0.045996         -0.014834   \n",
       "29           -0.087176         -0.033538         -0.046795         -0.013717   \n",
       "...                ...               ...               ...               ...   \n",
       "36429        -0.067925         -0.041908         -0.040398          0.001576   \n",
       "36430        -0.068626         -0.042775         -0.041550          0.001280   \n",
       "36431        -0.069457         -0.043786         -0.042832          0.000998   \n",
       "36432         0.001923         -0.055182          0.027318          0.087318   \n",
       "36433         0.000763         -0.056319          0.024128          0.085249   \n",
       "36434        -0.000548         -0.057312          0.021320          0.083413   \n",
       "36435        -0.001966         -0.058132          0.018749          0.081626   \n",
       "36436        -0.003767         -0.058908          0.015969          0.079564   \n",
       "36437        -0.005495         -0.059396          0.013329          0.077316   \n",
       "36438        -0.007257         -0.060022          0.010720          0.075259   \n",
       "36439        -0.008757         -0.060923          0.007871          0.073257   \n",
       "36440        -0.009995         -0.061855          0.005063          0.071330   \n",
       "36441        -0.072762         -0.009394         -0.031661         -0.022479   \n",
       "36442        -0.074252         -0.010876         -0.033317         -0.022687   \n",
       "36443        -0.075461         -0.012576         -0.034790         -0.022497   \n",
       "36444        -0.076824         -0.014072         -0.035950         -0.022190   \n",
       "36445        -0.078162         -0.015679         -0.037122         -0.021784   \n",
       "36446        -0.079478         -0.017530         -0.038645         -0.021492   \n",
       "36447        -0.080678         -0.019522         -0.040306         -0.021198   \n",
       "36448        -0.081462         -0.021340         -0.041868         -0.020976   \n",
       "36449        -0.082259         -0.023198         -0.043609         -0.020896   \n",
       "36450         0.071989          0.058747          0.042159         -0.015668   \n",
       "36451         0.069716          0.058592          0.042639         -0.015070   \n",
       "36452         0.067428          0.058544          0.043350         -0.014354   \n",
       "36453         0.065686          0.058612          0.044268         -0.013549   \n",
       "36454         0.063294          0.058620          0.045087         -0.012784   \n",
       "36455         0.060803          0.058767          0.045949         -0.012107   \n",
       "36456         0.058860          0.058982          0.046973         -0.011340   \n",
       "36457         0.056694          0.059146          0.047964         -0.010558   \n",
       "36458         0.055535          0.059300          0.048870         -0.009846   \n",
       "\n",
       "       peTTM_377_SMA_diff  pbMRQ_377_SMA_diff  psTTM_377_SMA_diff  \\\n",
       "0               -0.287963            0.198277            0.128735   \n",
       "1               -0.294456            0.183825            0.115499   \n",
       "2               -0.302287            0.167287            0.100279   \n",
       "3               -0.300399            0.167014            0.100388   \n",
       "4               -0.297427            0.168333            0.102015   \n",
       "5               -0.296878            0.165525            0.099756   \n",
       "6               -0.304055            0.150059            0.085537   \n",
       "7               -0.305700            0.143773            0.079975   \n",
       "8               -0.315947            0.123490            0.061178   \n",
       "9               -0.076732            0.420940            0.448700   \n",
       "10              -0.089794            0.400586            0.427510   \n",
       "11              -0.101024            0.383086            0.409240   \n",
       "12              -0.078470            0.417541            0.443897   \n",
       "13              -0.109205            0.370089            0.395131   \n",
       "14              -0.095522            0.390922            0.415906   \n",
       "15              -0.051759            0.457924            0.483646   \n",
       "16              -0.096671            0.388681            0.412741   \n",
       "17              -0.104305            0.376733            0.400160   \n",
       "18              -0.174502           -0.182593           -0.055075   \n",
       "19              -0.172533           -0.180231           -0.053037   \n",
       "20              -0.170571           -0.177874           -0.051008   \n",
       "21              -0.177437           -0.184254           -0.059075   \n",
       "22              -0.145129           -0.151773           -0.022347   \n",
       "23              -0.125389           -0.131743           -0.000017   \n",
       "24              -0.132398           -0.138259           -0.008270   \n",
       "25              -0.134018           -0.139420           -0.010359   \n",
       "26              -0.132154           -0.137136           -0.008471   \n",
       "27              -0.220194           -0.118457           -0.136472   \n",
       "28              -0.221771           -0.120588           -0.138482   \n",
       "29              -0.214812           -0.113081           -0.131048   \n",
       "...                   ...                 ...                 ...   \n",
       "36429            0.000000            0.000000            0.000000   \n",
       "36430            0.000000            0.000000            0.000000   \n",
       "36431            0.000000            0.000000            0.000000   \n",
       "36432            0.072883           -0.052386           -0.018447   \n",
       "36433            0.058681           -0.064224           -0.030896   \n",
       "36434            0.037330           -0.082378           -0.049887   \n",
       "36435            0.038568           -0.080549           -0.048187   \n",
       "36436            0.062694           -0.058434           -0.025494   \n",
       "36437            0.063267           -0.057177           -0.024392   \n",
       "36438            0.061767           -0.057753           -0.025187   \n",
       "36439            0.067493           -0.051926           -0.019357   \n",
       "36440            0.095870           -0.025964            0.007295   \n",
       "36441            0.485084            0.001632            0.046156   \n",
       "36442            1.683441           -0.246448            0.016359   \n",
       "36443            1.685331           -0.240785            0.023320   \n",
       "36444            1.643766           -0.247490            0.013618   \n",
       "36445            1.634518           -0.245062            0.016220   \n",
       "36446            1.650995           -0.235217            0.028786   \n",
       "36447            1.644341           -0.231999            0.032423   \n",
       "36448            1.629269           -0.231241            0.032750   \n",
       "36449            1.645153           -0.221424            0.045227   \n",
       "36450            0.809158           -0.066204            0.084575   \n",
       "36451            0.757647           -0.084741            0.062300   \n",
       "36452            0.773463           -0.068243            0.080677   \n",
       "36453            0.775038           -0.059006            0.090601   \n",
       "36454            0.773847           -0.051266            0.098779   \n",
       "36455            0.780763           -0.039186            0.111963   \n",
       "36456            0.800796           -0.019813            0.133549   \n",
       "36457            0.796433           -0.013601            0.139890   \n",
       "36458            0.813349            0.004181            0.159588   \n",
       "\n",
       "       pcfNcfTTM_377_SMA_diff  VOL_SMA_DIFF_5  VOL_SMA_DIFF_13  \\\n",
       "0                   -1.879000       -0.440409        -0.372815   \n",
       "1                   -1.863023       -0.409729        -0.385609   \n",
       "2                   -1.845984       -0.340944        -0.407208   \n",
       "3                   -1.840721       -0.230132        -0.440681   \n",
       "4                   -1.835746        0.295980        -0.134198   \n",
       "5                   -1.827510       -0.197395        -0.454322   \n",
       "6                   -1.810837        0.082613        -0.223982   \n",
       "7                   -1.800718       -0.005779        -0.261976   \n",
       "8                   -1.781315        0.051962        -0.158292   \n",
       "9                   -0.241775        0.076525        -0.087743   \n",
       "10                  -0.251023        0.018721        -0.166323   \n",
       "11                  -0.258797       -0.306988        -0.474976   \n",
       "12                  -0.238665       -0.060772        -0.303200   \n",
       "13                  -0.262576       -0.260007        -0.426375   \n",
       "14                  -0.249742       -0.269192        -0.478727   \n",
       "15                  -0.211827        0.777578         0.460520   \n",
       "16                  -0.247629        0.036682        -0.053451   \n",
       "17                  -0.252497       -0.461902        -0.526768   \n",
       "18                  -0.248672        0.591560         0.565482   \n",
       "19                  -0.247564       -0.041211        -0.026735   \n",
       "20                  -0.246461       -0.322489        -0.306406   \n",
       "21                  -0.253408       -0.305213        -0.323630   \n",
       "22                  -0.224806        1.002242         1.413335   \n",
       "23                  -0.207624        0.821339         1.308240   \n",
       "24                  -0.214688       -0.043263         0.276797   \n",
       "25                  -0.216879       -0.118387         0.251064   \n",
       "26                  -0.215885       -0.444585        -0.175929   \n",
       "27                   0.022814       -0.213216        -0.127461   \n",
       "28                   0.017344       -0.240423        -0.194308   \n",
       "29                   0.022955       -0.168176        -0.102943   \n",
       "...                       ...             ...              ...   \n",
       "36429                0.000000        0.318303         0.108696   \n",
       "36430                0.000000        0.124003         0.032149   \n",
       "36431                0.000000       -0.045893        -0.085446   \n",
       "36432               29.259501       -0.144870        -0.295368   \n",
       "36433               26.748343       -0.094520        -0.317767   \n",
       "36434               24.431502        0.280247        -0.110485   \n",
       "36435               22.917247       -0.038014        -0.287124   \n",
       "36436               22.044933        0.228843        -0.011710   \n",
       "36437               20.787787       -0.071305        -0.221765   \n",
       "36438               19.625205       -0.201990        -0.277411   \n",
       "36439               18.707631        0.338528         0.328797   \n",
       "36440               18.252903        0.757836         1.052599   \n",
       "36441                1.306560       -0.222871         0.061597   \n",
       "36442               -1.226200       -0.162557         0.158488   \n",
       "36443               -1.228160       -0.432580        -0.377638   \n",
       "36444               -1.226392       -0.239567        -0.293295   \n",
       "36445               -1.227369       -0.266591        -0.386042   \n",
       "36446               -1.230598        0.103980        -0.106445   \n",
       "36447               -1.231836        0.076796        -0.214367   \n",
       "36448               -1.232329        0.442505         0.178037   \n",
       "36449               -1.235585        0.561864         0.443351   \n",
       "36450                2.282246       -0.107868        -0.234334   \n",
       "36451                2.192331        0.104228        -0.087391   \n",
       "36452                2.224611        0.186046        -0.013898   \n",
       "36453                2.231150        0.009532        -0.109029   \n",
       "36454                2.232362        0.294854         0.282441   \n",
       "36455                2.248014       -0.068827        -0.034889   \n",
       "36456                2.287442        0.109115         0.199620   \n",
       "36457                2.282298        0.129942         0.236534   \n",
       "36458                2.315257        0.754061         1.244319   \n",
       "\n",
       "       VOL_SMA_DIFF_21  VOL_SMA_DIFF_34  VOL_SMA_DIFF_55  VOL_SMA_DIFF_89  \\\n",
       "0            -0.504296        -0.586926        -0.669585        -0.699547   \n",
       "1            -0.504137        -0.593041        -0.672274        -0.709780   \n",
       "2            -0.523343        -0.610085        -0.682568        -0.728270   \n",
       "3            -0.536143        -0.631133        -0.694251        -0.748320   \n",
       "4            -0.261115        -0.422588        -0.512190        -0.608561   \n",
       "5            -0.515159        -0.653361        -0.705896        -0.767916   \n",
       "6            -0.285882        -0.516998        -0.585140        -0.680965   \n",
       "7            -0.289367        -0.535650        -0.604777        -0.701948   \n",
       "8            -0.200948        -0.462531        -0.547285        -0.668310   \n",
       "9            -0.072557         0.110441         0.650059         1.297453   \n",
       "10           -0.128278         0.009288         0.504499         1.117894   \n",
       "11           -0.459014        -0.401842        -0.106548         0.270008   \n",
       "12           -0.265906        -0.227244         0.156352         0.657917   \n",
       "13           -0.436245        -0.422411        -0.134836         0.249077   \n",
       "14           -0.515727        -0.513354        -0.270852         0.064063   \n",
       "15            0.278423         0.269183         0.902430         1.804640   \n",
       "16           -0.180402        -0.218235         0.160297         0.724002   \n",
       "17           -0.602625        -0.629155        -0.458262        -0.192655   \n",
       "18            0.610455         0.668902         0.494068         0.254821   \n",
       "19           -0.011566         0.023359        -0.070344        -0.224553   \n",
       "20           -0.328651        -0.283680        -0.358359        -0.470666   \n",
       "21           -0.347928        -0.311645        -0.355125        -0.488799   \n",
       "22            1.455400         1.603653         1.554002         1.040708   \n",
       "23            1.448267         1.645903         1.683684         1.172940   \n",
       "24            0.345801         0.456872         0.508979         0.227375   \n",
       "25            0.362653         0.470393         0.554237         0.268391   \n",
       "26           -0.102725        -0.025016         0.029062        -0.143016   \n",
       "27           -0.286298        -0.308431        -0.396046        -0.334902   \n",
       "28           -0.328844        -0.354336        -0.437882        -0.386335   \n",
       "29           -0.164706        -0.266714        -0.359348        -0.306900   \n",
       "...                ...              ...              ...              ...   \n",
       "36429        -0.015119        -0.169639        -0.241990        -0.257253   \n",
       "36430        -0.073751        -0.242209        -0.295656        -0.327212   \n",
       "36431        -0.172984        -0.326756        -0.362548        -0.410620   \n",
       "36432        -0.494282        -0.615378        -0.674094        -0.620737   \n",
       "36433        -0.499191        -0.626386        -0.686650        -0.640272   \n",
       "36434        -0.331740        -0.511069        -0.592716        -0.536192   \n",
       "36435        -0.460848        -0.609893        -0.677251        -0.635195   \n",
       "36436        -0.178076        -0.449008        -0.542833        -0.479366   \n",
       "36437        -0.321619        -0.581343        -0.646290        -0.602137   \n",
       "36438        -0.381312        -0.643230        -0.698633        -0.661317   \n",
       "36439         0.157844        -0.361126        -0.463213        -0.397977   \n",
       "36440         0.867931         0.080248        -0.093134         0.009481   \n",
       "36441        -0.004652        -0.148636        -0.528173        -0.477872   \n",
       "36442         0.122153        -0.028983        -0.454987        -0.410918   \n",
       "36443        -0.385526        -0.469690        -0.704456        -0.684326   \n",
       "36444        -0.287447        -0.390371        -0.661459        -0.639287   \n",
       "36445        -0.373803        -0.467158        -0.675556        -0.691331   \n",
       "36446        -0.087569        -0.219473        -0.524534        -0.552580   \n",
       "36447        -0.182141        -0.308532        -0.580252        -0.606821   \n",
       "36448         0.298219         0.088753        -0.298263        -0.387540   \n",
       "36449         0.638419         0.446605        -0.047154        -0.204076   \n",
       "36450        -0.387661        -0.414426        -0.562239        -0.749398   \n",
       "36451        -0.271624        -0.291447        -0.458815        -0.696085   \n",
       "36452        -0.232515        -0.245783        -0.412959        -0.674235   \n",
       "36453        -0.319213        -0.322923        -0.466587        -0.710655   \n",
       "36454        -0.002621        -0.026168        -0.209218        -0.569723   \n",
       "36455        -0.177316        -0.282191        -0.401419        -0.673649   \n",
       "36456         0.068205        -0.112935        -0.245522        -0.586564   \n",
       "36457         0.167348        -0.046750        -0.176704        -0.552287   \n",
       "36458         1.220099         0.881932         0.650226        -0.090975   \n",
       "\n",
       "       VOL_SMA_DIFF_144  VOL_SMA_DIFF_233  VOL_SMA_DIFF_377  \n",
       "0             -0.694784         -0.773079         -0.767686  \n",
       "1             -0.700879         -0.780216         -0.775194  \n",
       "2             -0.716837         -0.792397         -0.789936  \n",
       "3             -0.736048         -0.804861         -0.805730  \n",
       "4             -0.587166         -0.693184         -0.697066  \n",
       "5             -0.753969         -0.816460         -0.819942  \n",
       "6             -0.659344         -0.744658         -0.752076  \n",
       "7             -0.679755         -0.758158         -0.768136  \n",
       "8             -0.640511         -0.726166         -0.741205  \n",
       "9              1.974638          3.055592          4.492442  \n",
       "10             1.730710          2.730962          4.069213  \n",
       "11             0.627355          1.224879          2.027236  \n",
       "12             1.118822          1.900947          2.956464  \n",
       "13             0.592702          1.183011          1.981622  \n",
       "14             0.346535          0.846772          1.526986  \n",
       "15             2.550457          3.883010          5.703853  \n",
       "16             1.178324          2.001118          3.129226  \n",
       "17             0.019562          0.405088          0.936690  \n",
       "18             0.043321         -0.432559         -0.557245  \n",
       "19            -0.353642         -0.648808         -0.725162  \n",
       "20            -0.556150         -0.760238         -0.812494  \n",
       "21            -0.568980         -0.769188         -0.819322  \n",
       "22             0.739008         -0.068129         -0.269833  \n",
       "23             0.869226          0.005297         -0.211727  \n",
       "24             0.062943         -0.429966         -0.553414  \n",
       "25             0.099189         -0.413035         -0.540260  \n",
       "26            -0.261997         -0.612287         -0.696453  \n",
       "27            -0.398443         -0.663143         -0.676634  \n",
       "28            -0.441070         -0.688736         -0.699656  \n",
       "29            -0.364738         -0.648156         -0.657921  \n",
       "...                 ...               ...               ...  \n",
       "36429         -0.209057         -0.385024         -0.458016  \n",
       "36430         -0.285022         -0.443424         -0.510909  \n",
       "36431         -0.371740         -0.511101         -0.571229  \n",
       "36432         -0.601298         -0.738075         -0.800154  \n",
       "36433         -0.621172         -0.751619         -0.810976  \n",
       "36434         -0.507393         -0.678992         -0.755575  \n",
       "36435         -0.611106         -0.747772         -0.807831  \n",
       "36436         -0.449015         -0.642364         -0.729082  \n",
       "36437         -0.578332         -0.727455         -0.794282  \n",
       "36438         -0.640837         -0.768237         -0.825759  \n",
       "36439         -0.359019         -0.588347         -0.690500  \n",
       "36440          0.084749         -0.305189         -0.477301  \n",
       "36441         -0.458325         -0.520948         -0.456871  \n",
       "36442         -0.380810         -0.457513         -0.386376  \n",
       "36443         -0.664788         -0.707636         -0.671356  \n",
       "36444         -0.614855         -0.666192         -0.625473  \n",
       "36445         -0.667945         -0.713405         -0.679005  \n",
       "36446         -0.511469         -0.583671         -0.534253  \n",
       "36447         -0.563146         -0.632857         -0.590181  \n",
       "36448         -0.315552         -0.426817         -0.362012  \n",
       "36449         -0.095612         -0.247620         -0.166249  \n",
       "36450         -0.714031         -0.607228         -0.463332  \n",
       "36451         -0.661714         -0.535594         -0.364573  \n",
       "36452         -0.643724         -0.511030         -0.330230  \n",
       "36453         -0.689309         -0.573906         -0.415559  \n",
       "36454         -0.550056         -0.382880         -0.152844  \n",
       "36455         -0.667814         -0.544172         -0.374019  \n",
       "36456         -0.588138         -0.435011         -0.223427  \n",
       "36457         -0.562300         -0.399379         -0.174082  \n",
       "36458         -0.124184          0.201951          0.654916  \n",
       "\n",
       "[36459 rows x 71 columns]"
      ]
     },
     "execution_count": 130,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "last_f = pd.read_csv('ef.csv')\n",
    "LATE_X, lgroup = last_f[FEATURES], last_f[['date', 'code']]\n",
    "last_f"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [],
   "source": [
    "# late_y = pm.predict(LATE_X)\n",
    "late_y = pm.predict(LATE_X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/wanghch/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:4: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
      "  after removing the cwd from sys.path.\n"
     ]
    }
   ],
   "source": [
    "# res = dict(zip(lgroup, late_y))\n",
    "# res\n",
    "\n",
    "lgroup['P'] = late_y.reshape([late_y.shape[0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 155,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>code</th>\n",
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       "      <td>2021-04-06</td>\n",
       "      <td>sz.002109</td>\n",
       "      <td>9.999990e-01</td>\n",
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       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sz.002109</td>\n",
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       "      <td>sz.002109</td>\n",
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       "      <td>2021-04-08</td>\n",
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       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sh.600353</td>\n",
       "      <td>9.880034e-01</td>\n",
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       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sh.603739</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "    <tr>\n",
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       "      <td>2021-03-30</td>\n",
       "      <td>sh.603739</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sh.603739</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <td>2021-04-07</td>\n",
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       "      <td>9.997559e-01</td>\n",
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       "    <tr>\n",
       "      <th>36430</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sh.000040</td>\n",
       "      <td>8.012524e-01</td>\n",
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       "    <tr>\n",
       "      <th>36431</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sh.000040</td>\n",
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       "      <td>2021-03-30</td>\n",
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       "    <tr>\n",
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       "      <td>2021-04-06</td>\n",
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       "      <td>2021-04-07</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>1.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>36439</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sz.000818</td>\n",
       "      <td>1.000000e+00</td>\n",
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       "    <tr>\n",
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       "      <td>2021-04-09</td>\n",
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       "    <tr>\n",
       "      <th>36441</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>36442</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>36443</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>0.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>36444</th>\n",
       "      <td>2021-04-01</td>\n",
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       "    <tr>\n",
       "      <th>36445</th>\n",
       "      <td>2021-04-02</td>\n",
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       "    <tr>\n",
       "      <th>36446</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sz.002910</td>\n",
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       "    <tr>\n",
       "      <th>36447</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>1.000000e+00</td>\n",
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       "    <tr>\n",
       "      <th>36448</th>\n",
       "      <td>2021-04-08</td>\n",
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       "    <tr>\n",
       "      <th>36449</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sz.002910</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36450</th>\n",
       "      <td>2021-03-29</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36451</th>\n",
       "      <td>2021-03-30</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>0.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36452</th>\n",
       "      <td>2021-03-31</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>7.487142e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36453</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36454</th>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36455</th>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36456</th>\n",
       "      <td>2021-04-07</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36457</th>\n",
       "      <td>2021-04-08</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36458</th>\n",
       "      <td>2021-04-09</td>\n",
       "      <td>sh.600686</td>\n",
       "      <td>1.000000e+00</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>36459 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             date       code             P\n",
       "0      2021-03-29  sz.002041  0.000000e+00\n",
       "1      2021-03-30  sz.002041  0.000000e+00\n",
       "2      2021-03-31  sz.002041  0.000000e+00\n",
       "3      2021-04-01  sz.002041  0.000000e+00\n",
       "4      2021-04-02  sz.002041  8.940697e-08\n",
       "5      2021-04-06  sz.002041  5.438060e-03\n",
       "6      2021-04-07  sz.002041  0.000000e+00\n",
       "7      2021-04-08  sz.002041  0.000000e+00\n",
       "8      2021-04-09  sz.002041  0.000000e+00\n",
       "9      2021-03-29  sz.002109  0.000000e+00\n",
       "10     2021-03-30  sz.002109  0.000000e+00\n",
       "11     2021-03-31  sz.002109  0.000000e+00\n",
       "12     2021-04-01  sz.002109  9.999979e-01\n",
       "13     2021-04-02  sz.002109  0.000000e+00\n",
       "14     2021-04-06  sz.002109  9.999990e-01\n",
       "15     2021-04-07  sz.002109  1.000000e+00\n",
       "16     2021-04-08  sz.002109  5.021989e-04\n",
       "17     2021-04-09  sz.002109  0.000000e+00\n",
       "18     2021-03-29  sh.600353  0.000000e+00\n",
       "19     2021-03-30  sh.600353  0.000000e+00\n",
       "20     2021-03-31  sh.600353  0.000000e+00\n",
       "21     2021-04-01  sh.600353  0.000000e+00\n",
       "22     2021-04-02  sh.600353  1.000000e+00\n",
       "23     2021-04-06  sh.600353  1.000000e+00\n",
       "24     2021-04-07  sh.600353  1.000000e+00\n",
       "25     2021-04-08  sh.600353  1.000000e+00\n",
       "26     2021-04-09  sh.600353  9.880034e-01\n",
       "27     2021-03-29  sh.603739  0.000000e+00\n",
       "28     2021-03-30  sh.603739  0.000000e+00\n",
       "29     2021-03-31  sh.603739  0.000000e+00\n",
       "...           ...        ...           ...\n",
       "36429  2021-04-07  sh.000040  9.997559e-01\n",
       "36430  2021-04-08  sh.000040  8.012524e-01\n",
       "36431  2021-04-09  sh.000040  0.000000e+00\n",
       "36432  2021-03-29  sz.000818  9.835631e-03\n",
       "36433  2021-03-30  sz.000818  0.000000e+00\n",
       "36434  2021-03-31  sz.000818  0.000000e+00\n",
       "36435  2021-04-01  sz.000818  0.000000e+00\n",
       "36436  2021-04-02  sz.000818  1.000000e+00\n",
       "36437  2021-04-06  sz.000818  1.000000e+00\n",
       "36438  2021-04-07  sz.000818  1.000000e+00\n",
       "36439  2021-04-08  sz.000818  1.000000e+00\n",
       "36440  2021-04-09  sz.000818  1.000000e+00\n",
       "36441  2021-03-29  sz.002910  0.000000e+00\n",
       "36442  2021-03-30  sz.002910  0.000000e+00\n",
       "36443  2021-03-31  sz.002910  0.000000e+00\n",
       "36444  2021-04-01  sz.002910  0.000000e+00\n",
       "36445  2021-04-02  sz.002910  0.000000e+00\n",
       "36446  2021-04-06  sz.002910  1.000000e+00\n",
       "36447  2021-04-07  sz.002910  1.000000e+00\n",
       "36448  2021-04-08  sz.002910  1.000000e+00\n",
       "36449  2021-04-09  sz.002910  1.000000e+00\n",
       "36450  2021-03-29  sh.600686  0.000000e+00\n",
       "36451  2021-03-30  sh.600686  0.000000e+00\n",
       "36452  2021-03-31  sh.600686  7.487142e-02\n",
       "36453  2021-04-01  sh.600686  1.000000e+00\n",
       "36454  2021-04-02  sh.600686  1.000000e+00\n",
       "36455  2021-04-06  sh.600686  1.000000e+00\n",
       "36456  2021-04-07  sh.600686  1.000000e+00\n",
       "36457  2021-04-08  sh.600686  1.000000e+00\n",
       "36458  2021-04-09  sh.600686  1.000000e+00\n",
       "\n",
       "[36459 rows x 3 columns]"
      ]
     },
     "execution_count": 155,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# lshape = last_f.shape\n",
    "lgroup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "#late_y.reshape([lshape[0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1395, 1877, 779)"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p,n,d = 0,0,0\n",
    "for k,v in res.items():\n",
    "    if v < 0.01:\n",
    "#         print(k, \"-\")\n",
    "        n += 1\n",
    "    elif v > 0.95:\n",
    "#         print(k, \"+\")\n",
    "        p += 1\n",
    "    else:\n",
    "#         print(k, \"o\")\n",
    "        d += 1\n",
    "p, n, d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [],
   "source": [
    "sc = pd.read_csv('data/hs300.csv')\n",
    "code_name = {}\n",
    "for index, row in sc.iterrows():\n",
    "    code_name[row.code] = row.code_name\n",
    "    \n",
    "    \n",
    "sc = pd.read_csv('data/stock_code.csv')\n",
    "code_all = {}\n",
    "for index, row in sc.iterrows():\n",
    "    code_all[row.code] = row.code_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "国元证券 + 0.99995685\n",
      "西南证券 + 1.0\n",
      "三环集团 + 1.0\n",
      "欧菲光 + 0.9999928\n",
      "安图生物 + 1.0\n",
      "欧派家居 + 1.0\n",
      "韦尔股份 + 0.9999659\n",
      "华夏幸福 + 1.0\n",
      "紫金矿业 + 0.9998402\n",
      "京东方A + 1.0\n",
      "北方稀土 + 1.0\n",
      "中国卫星 + 0.99814475\n",
      "苏宁易购 + 1.0\n",
      "巨人网络 + 1.0\n",
      "海天味业 + 0.9999503\n",
      "分众传媒 + 1.0\n",
      "中远海控 + 1.0\n",
      "中金黄金 + 1.0\n",
      "康弘药业 + 1.0\n",
      "农业银行 + 0.9999993\n",
      "片仔癀 + 0.9999999\n",
      "广汽集团 + 1.0\n",
      "华能水电 + 1.0\n",
      "健帆生物 + 1.0\n",
      "中航光电 + 1.0\n",
      "包钢股份 + 1.0\n",
      "凯莱英 + 0.9997879\n",
      "晨光文具 + 1.0\n",
      "通策医疗 + 0.999548\n",
      "洛阳钼业 + 1.0\n",
      "华兰生物 + 0.9999899\n",
      "中国中冶 + 1.0\n",
      "华大基因 + 1.0\n",
      "美锦能源 + 1.0\n",
      "兴业证券 + 1.0\n",
      "兆易创新 + 0.998094\n",
      "三花智控 + 1.0\n",
      "新湖中宝 + 1.0\n",
      "金科股份 + 1.0\n",
      "中国铝业 + 1.0\n",
      "东方航空 + 0.99618995\n",
      "交通银行 + 0.99912244\n",
      "中国石化 + 1.0\n",
      "天风证券 + 0.999462\n",
      "方正证券 + 1.0\n",
      "用友网络 + 1.0\n",
      "江西铜业 + 1.0\n",
      "宝钢股份 + 1.0\n",
      "陕西煤业 + 1.0\n",
      "君正集团 + 1.0\n",
      "国电南瑞 + 0.99838406\n",
      "长江证券 + 1.0\n",
      "中国船舶 + 1.0\n",
      "中信银行 + 0.9990084\n",
      "广汇汽车 + 1.0\n",
      "华侨城A + 1.0\n",
      "完美世界 + 1.0\n",
      "赣锋锂业 + 0.9999666\n",
      "宋城演艺 + 1.0\n",
      "青岛啤酒 + 1.0\n",
      "正邦科技 + 1.0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(61, 193, 28)"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p,n,d = 0,0,0\n",
    "for k,v in res.items():\n",
    "    if k not in code_name:\n",
    "        continue\n",
    "    if v < 0.01:\n",
    "#         print(code_all[k], \"-\")\n",
    "        n += 1\n",
    "    elif v > 0.99:\n",
    "#         print(k, \"+\")\n",
    "        print(code_all[k], \"+\", v)\n",
    "        p += 1\n",
    "    else:\n",
    "#         print(k, \"o\")\n",
    "        d += 1\n",
    "p, n, d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
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